From 2189ce0095bfa4319adf9cfa6bab31b52208f13b Mon Sep 17 00:00:00 2001 From: Bingran You Date: Wed, 15 Jul 2026 12:18:19 -0700 Subject: [PATCH] standardize timeout fairness and rerun affected cells --- README.md | 2 + docs/article-suite-scoring.md | 5 + docs/article-suite-timeout-fairness.md | 52 +++ experiments/article_suite/README.md | 7 + experiments/article_suite/models.toml | 6 + experiments/article_suite/protocol.toml | 6 +- leaderboard/ARTICLE_SUITE.md | 2 + leaderboard/article_suite.json | 274 +++++++-------- .../article_suite_final_leaderboard.png | Bin 73830 -> 74364 bytes .../trial-01/metadata.json | 31 +- .../trial-02/metadata.json | 31 +- .../trial-03/metadata.json | 22 +- .../trial-04/metadata.json | 22 +- .../trial-05/metadata.json | 22 +- .../trial-01/metadata.json | 22 +- .../trial-02/metadata.json | 22 +- .../trial-03/metadata.json | 22 +- .../trial-04/metadata.json | 22 +- .../trial-05/metadata.json | 22 +- .../trial-01/metadata.json | 22 +- 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| 22 +- .../trial-03/metadata.json | 22 +- .../trial-04/metadata.json | 22 +- .../trial-05/metadata.json | 22 +- .../trial-01/metadata.json | 22 +- .../trial-02/metadata.json | 22 +- .../trial-03/metadata.json | 22 +- .../trial-04/metadata.json | 22 +- .../trial-05/metadata.json | 22 +- .../metadata.json | 10 +- .../score.json | 16 +- .../trial-01/metadata.json | 22 +- .../trial-02/metadata.json | 22 +- .../trial-03/metadata.json | 46 ++- .../trial-03/score.json | 114 +++---- .../trial-04/metadata.json | 22 +- .../trial-05/metadata.json | 22 +- .../metadata.json | 12 +- .../score.json | 24 +- .../trial-01/metadata.json | 46 ++- .../trial-01/score.json | 182 +++++----- .../trial-02/metadata.json | 22 +- .../trial-03/metadata.json | 46 ++- .../trial-03/score.json | 150 ++++---- .../trial-04/metadata.json | 22 +- .../trial-05/metadata.json | 22 +- .../article_suite_task_leaderboards.png | Bin 292181 -> 292335 bytes .../article_suite_timeout_fairness_audit.json | 186 ++++++++++ .../audit_article_suite_timeout_fairness.py | 322 ++++++++++++++++++ scripts/build_article_suite_leaderboard.py | 59 ++++ scripts/run_article_suite.py | 19 ++ tests/test_article_suite_tooling.py | 19 +- tests/test_leaderboard_artifacts.py | 18 +- website/assets/article_suite.json | 274 +++++++-------- website/index.html | 1 + 226 files changed, 5513 insertions(+), 1157 deletions(-) create mode 100644 docs/article-suite-timeout-fairness.md create mode 100644 leaderboard/article_suite_timeout_fairness_audit.json create mode 100644 scripts/audit_article_suite_timeout_fairness.py diff --git a/README.md b/README.md index c91c22e..af407ab 100644 --- a/README.md +++ b/README.md @@ -147,6 +147,8 @@ All published article-suite rows run in Daytona sandboxes. See [`docs/article-suite-scoring.md`](docs/article-suite-scoring.md) for the formula, research precedent, and statistical limitations. +The selected-trajectory timeout audit and repaired cells are documented in +[`docs/article-suite-timeout-fairness.md`](docs/article-suite-timeout-fairness.md). ## Contribute a Task diff --git a/docs/article-suite-scoring.md b/docs/article-suite-scoring.md index a5054fb..d6b985a 100644 --- a/docs/article-suite-scoring.md +++ b/docs/article-suite-scoring.md @@ -2,6 +2,11 @@ GenesisBench separates per-task normalization from cross-task aggregation. +All compared models use identical task wall-clock, verifier, build, +60-minute agent-idle, and 60-minute Daytona PTY-read limits. Infrastructure +timeouts are repaired at the affected model-task-trial cell rather than scored +as model performance. + ## Per-task normalized score Every task evaluates a candidate on its hidden suite and compares the resulting diff --git a/docs/article-suite-timeout-fairness.md b/docs/article-suite-timeout-fairness.md new file mode 100644 index 0000000..ab2db67 --- /dev/null +++ b/docs/article-suite-timeout-fairness.md @@ -0,0 +1,52 @@ +# Article-suite timeout fairness audit + +The published five-trial leaderboard was audited cell by cell against the +selected source trajectories for all `4 × 9 × 5 = 180` model-task-trial cells. + +## Fairness policy + +- Task wall-clock, verifier, build, hidden-suite, and task-digest settings are + identical between models within each task. +- Protocol v2.2 sets both the agent-idle and Daytona PTY-read safeguards to + `3,600` seconds for every model. +- Infrastructure timeout attempts are not scored as model performance. Only + affected model-task-trial cells are rerun. + +## Audit and repairs + +The historical audit found 10 cells whose result or retry path was affected by +the earlier model-specific safeguards: + +- 8 cells had a `900`-second GPT Daytona PTY timeout in their retry history. +- 2 selected GPT cells ended at the earlier `600`-second idle watchdog. + +All 10 cells were rerun with protocol v2.2. The final audit reports: + +```text +selected cells: 180 +selected idle/PTY-influenced cells: 0 +historically affected cells rerun: 10 +``` + +Two Claude Ant cells reached the shared task wall-clock limit of `5,400` +seconds. They remain valid because the same primary limit applied to every +model; they were not caused by the earlier idle/PTY difference. + +## Leaderboard impact + +| Model | Previous IQM | Fair IQM | Change | +| --- | ---: | ---: | ---: | +| GPT-5.5 | `10.66` | `13.87` | `+3.21` | +| GPT-5.6 Sol | `36.65` | `40.68` | `+4.03` | +| Claude Opus 4.8 | `62.03` | `62.03` | `0.00` | +| GPT-5.4 Mini | `-17.41` | `-17.41` | `0.00` | + +The ranking order did not change. + +The machine-readable audit is +[`leaderboard/article_suite_timeout_fairness_audit.json`](../leaderboard/article_suite_timeout_fairness_audit.json). +Reproduce it with: + +```bash +uv run python scripts/audit_article_suite_timeout_fairness.py +``` diff --git a/experiments/article_suite/README.md b/experiments/article_suite/README.md index b1d6ee5..a164444 100644 --- a/experiments/article_suite/README.md +++ b/experiments/article_suite/README.md @@ -27,6 +27,8 @@ The current leaderboard protocol is defined in `protocol.toml`: normalized trial-task scores; - variability shown as the sample standard deviation of the five per-trial nine-task IQMs. +- identical 60-minute agent-idle and Daytona PTY-read safeguards for every + model, in addition to the task-specific wall-clock limits. The resulting matrix is: @@ -126,6 +128,11 @@ The leaderboard builder selects the latest complete per-model batch matching `protocol.toml`; it never mixes older single-run results or partial batches into the five-trial leaderboard. +The selected 180 cells and timeout safeguards are audited by +`scripts/audit_article_suite_timeout_fairness.py`. See +`docs/article-suite-timeout-fairness.md` for the 10 repaired cells and the +leaderboard impact. + GPT-5.6 Sol is routed directly through OpenCode's Azure Responses-API provider with reasoning effort `max`. BenchFlow still owns sandboxing, task staging, ACP trajectory capture, and verifier execution. Trusted LiteLLM usage tracking diff --git a/experiments/article_suite/models.toml b/experiments/article_suite/models.toml index 6b3a7c5..44b7b43 100644 --- a/experiments/article_suite/models.toml +++ b/experiments/article_suite/models.toml @@ -6,6 +6,8 @@ display_name = "GPT-5.6 Sol" model = "azure/gpt-5.6-sol" provider = "azure" provider_reasoning_effort = "max" +agent_idle_timeout_sec = 3600 +daytona_pty_readline_timeout_sec = 3600 [[models]] id = "gpt-5.5" @@ -13,6 +15,8 @@ display_name = "GPT-5.5" model = "azure/gpt-5.5" provider = "azure" provider_reasoning_effort = "xhigh" +agent_idle_timeout_sec = 3600 +daytona_pty_readline_timeout_sec = 3600 [[models]] id = "claude-opus-4.8" @@ -29,3 +33,5 @@ display_name = "GPT-5.4 Mini" model = "azure/gpt-5.4-mini" provider = "azure" provider_reasoning_effort = "xhigh" +agent_idle_timeout_sec = 3600 +daytona_pty_readline_timeout_sec = 3600 diff --git a/experiments/article_suite/protocol.toml b/experiments/article_suite/protocol.toml index cbb5a6f..5c066ac 100644 --- a/experiments/article_suite/protocol.toml +++ b/experiments/article_suite/protocol.toml @@ -1,7 +1,11 @@ -version = "2.1" +version = "2.2" trials = 5 agent_timeout_multiplier = 3 +[fairness] +agent_idle_timeout_sec = 3600 +daytona_pty_readline_timeout_sec = 3600 + [baseline_agent_timeout_sec] simulation_heuristics_ant_v1 = 1800 simulation_heuristics_pong_ram_v1 = 1800 diff --git a/leaderboard/ARTICLE_SUITE.md b/leaderboard/ARTICLE_SUITE.md index ac334bb..28c402f 100644 --- a/leaderboard/ARTICLE_SUITE.md +++ b/leaderboard/ARTICLE_SUITE.md @@ -15,3 +15,5 @@ The final score is RLiable-style IQM over the complete 5 × 9 trial-task score m ![Final GenesisBench article-suite leaderboard](article_suite_final_leaderboard.png) Machine-readable rankings and score-detail paths are available in [`article_suite.json`](article_suite.json). The scoring rationale is documented in [`docs/article-suite-scoring.md`](../docs/article-suite-scoring.md). + +The selected trajectory timeout audit is available in [`article_suite_timeout_fairness_audit.json`](article_suite_timeout_fairness_audit.json) and [`docs/article-suite-timeout-fairness.md`](../docs/article-suite-timeout-fairness.md). diff --git a/leaderboard/article_suite.json b/leaderboard/article_suite.json index 37b8aa1..a358ed9 100644 --- a/leaderboard/article_suite.json +++ b/leaderboard/article_suite.json @@ -39,7 +39,7 @@ "daytona" ] }, - "generated_at": "2026-07-15T12:56:18.690710+00:00", + "generated_at": "2026-07-15T19:02:46.670420+00:00", "inference_settings": { "cross_provider_comparability": "labels_are_not_a_shared_numeric_compute_scale", "field": "provider_reasoning_effort", @@ -130,20 +130,20 @@ "model": "GPT-5.6 Sol", "model_id": "gpt-5.6-sol", "model_route": "azure/gpt-5.6-sol", - "normalized_score": -4.9009087386, - "normalized_score_stddev": 11.991465810903719, + "normalized_score": -6.081625694, + "normalized_score_stddev": 12.597925216329989, "provider": "azure", "provider_label": "Azure direct", "provider_reasoning_effort": "max", "rank": 2, - "raw_score": 2272.356693724495, + "raw_score": 2231.0491055302227, "raw_score_imputation_count": 0, - "raw_score_stddev": 419.52351859557746, + "raw_score_stddev": 440.7406064520731, "reference_score": 5942.333244755838, "sandbox": "daytona", "source_run": [ "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-01", - "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-02", + "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-02/simulation_heuristics_ant_v1", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-03", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-04/tasks-81ec8d98a4", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-05" @@ -157,22 +157,22 @@ "model": "GPT-5.5", "model_id": "gpt-5.5", "model_route": "azure/gpt-5.5", - "normalized_score": -12.5116242462, - "normalized_score_stddev": 8.756962566015595, + "normalized_score": -12.2320084794, + "normalized_score_stddev": 9.211087046248206, "provider": "azure", "provider_label": "Azure direct", "provider_reasoning_effort": "xhigh", "rank": 3, - "raw_score": 2006.0944869926293, + "raw_score": 2015.8768932664839, "raw_score_imputation_count": 0, - "raw_score_stddev": 306.36385957656836, + "raw_score_stddev": 322.25148356656894, "reference_score": 5942.333244755838, "sandbox": "daytona", "source_run": [ "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-01", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-02", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-03", - "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-04", + "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-04/tasks-e2ced31f9c", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-05/tasks-81ec8d98a4" ], "starter_score": 2443.815838992282, @@ -276,22 +276,22 @@ "model": "GPT-5.5", "model_id": "gpt-5.5", "model_route": "azure/gpt-5.5", - "normalized_score": 49.1666666668, - "normalized_score_stddev": 40.44028519521613, + "normalized_score": 54.166666666800005, + "normalized_score_stddev": 38.188130791325946, "provider": "azure", "provider_label": "Azure direct", "provider_reasoning_effort": "xhigh", "rank": 3, - "raw_score": 8.8, + "raw_score": 10.0, "raw_score_imputation_count": 0, - "raw_score_stddev": 9.705668446840743, + "raw_score_stddev": 9.16515138991168, "reference_score": 21.0, "sandbox": "daytona", "source_run": [ "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-01", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-02", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-03", - "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-04/tasks-885696cfa4", + "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-04/tasks-e2ced31f9c", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-05" ], "starter_score": -2.9999999999999996, @@ -368,22 +368,22 @@ "model": "GPT-5.6 Sol", "model_id": "gpt-5.6-sol", "model_route": "azure/gpt-5.6-sol", - "normalized_score": 43.899371069400004, - "normalized_score_stddev": 47.34804435501101, + "normalized_score": 60.209643606, + "normalized_score_stddev": 50.34075134460858, "provider": "azure", "provider_label": "Azure direct", "provider_reasoning_effort": "max", "rank": 2, - "raw_score": 596.4, + "raw_score": 674.2, "raw_score_imputation_count": 0, - "raw_score_stddev": 225.8501715739884, + "raw_score_stddev": 240.1253839143209, "reference_score": 864.0, "sandbox": "daytona", "source_run": [ "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-01", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-02", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-03", - "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-04", + "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-04/simulation_heuristics_breakout_ram_v1", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-05" ], "starter_score": 387.0, @@ -487,19 +487,19 @@ "model": "GPT-5.5", "model_id": "gpt-5.5", "model_route": "azure/gpt-5.5", - "normalized_score": 60.86642599300001, - "normalized_score_stddev": 22.118506348049813, + "normalized_score": 76.462093863, + "normalized_score_stddev": 12.754467163779541, "provider": "azure", "provider_label": "Azure direct", "provider_reasoning_effort": "xhigh", "rank": 2, - "raw_score": 647.2, + "raw_score": 733.6, "raw_score_imputation_count": 0, - "raw_score_stddev": 122.53652516698847, + "raw_score_stddev": 70.65974808899335, "reference_score": 864.0, "sandbox": "daytona", "source_run": [ - "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-01", + "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-01/simulation_heuristics_breakout_rgb_v1", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-02", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-03", 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}, { - "arithmetic_mean_normalized_score": 41.223767221955555, - "average_normalized_score": 41.223767221955555, - "final_normalized_score": 36.651764607913044, - "final_normalized_score_stddev": 5.524217450335815, + "arithmetic_mean_normalized_score": 44.038687475866666, + "average_normalized_score": 44.038687475866666, + "final_normalized_score": 40.67930709160869, + "final_normalized_score_stddev": 11.031024092730283, "harness": "opencode", - "mean_trial_iqm_normalized_score": 37.73164397808, - "median_normalized_score": 32.792734613, + "mean_trial_iqm_normalized_score": 41.6809489228, + "median_normalized_score": 33.28729024, "model": "GPT-5.6 Sol", "model_id": "gpt-5.6-sol", "model_route": "azure/gpt-5.6-sol", @@ -1553,32 +1557,32 @@ "simulation_heuristics_vizdoom_d3_v1": 0 }, "raw_task_score_stddevs": { - "simulation_heuristics_ant_v1": 419.52351859557746, + "simulation_heuristics_ant_v1": 440.7406064520731, "simulation_heuristics_atari57_v1": 0.0, - 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], "simulation_heuristics_halfcheetah_v1": [ - "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-01", + "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-01/tasks-786d2dde21", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-02", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-03", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-04/tasks-81ec8d98a4", @@ -1628,14 +1632,14 @@ "simulation_heuristics_vizdoom_d1_v1": [ "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-01", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-02", - "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-03", + 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a/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_ant_v1/trial-01/metadata.json b/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_ant_v1/trial-01/metadata.json index f442b81..45b5cbf 100644 --- a/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_ant_v1/trial-01/metadata.json +++ b/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_ant_v1/trial-01/metadata.json @@ -1,9 +1,21 @@ { + "agent_timeout_info": { + "n_tool_calls": 52, + "pending_tool_call_ids": [ + "toolu_012bacyDsfbB9vYNNfLEwViD" + ], + "reason": "wall_clock_timeout", + "terminal_event_recorded": true, + "terminal_trajectory_complete": false, + "timeout_sec": 5400.0 + }, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:c338003eab742d732cfd8b1cb13fe3d6a5b8fdd6f58842f6ba2991314d6ab974", "digest_compatibility_note": null, "finished_at": 1784105005.326783, "harness": "opencode", + "idle_timeout_info": null, "model": { "agent_idle_timeout_sec": 3600, "daytona_pty_readline_timeout_sec": 3600, @@ -15,12 +27,27 @@ }, "normalized_score": 0.0, "observed_raw_score": null, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "max", + "published_protocol_version": "2.2", "raw_score": 2443.815838992282, "raw_score_source": "starter_anchor_equivalent_for_fail_closed_timeout", + "source_agent_idle_timeout_sec": 3600, + "source_daytona_pty_readline_timeout_sec": 3600, + "source_protocol_version": "2.1", "source_run_id": "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-claude/claude-opus-4.8/trial-01/tasks-81ec8d98a4", "task": "simulation_heuristics_ant_v1", "task_digest": "sha256:c338003eab742d732cfd8b1cb13fe3d6a5b8fdd6f58842f6ba2991314d6ab974", + "terminal_error": "Agent prompt exceeded wall-clock budget 5400s", + "terminal_error_category": "timeout", + "timing": { + "agent_execution": 5400.5, + "agent_setup": 8.3, + "environment_setup": 4.4, + "total": 9351.8, + "verifier": 3913.4 + }, "token_usage": { "final_input_tokens": 0.0, "final_output_tokens": 0.0, @@ -29,5 +56,7 @@ "total_tokens": 0.0 }, "tool_calls": 52, - "trial": 1 + "transport_error_info": null, + "trial": 1, + "verifier_timeout_info": null } diff --git a/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_ant_v1/trial-02/metadata.json b/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_ant_v1/trial-02/metadata.json index 18a11ef..bbc1c82 100644 --- a/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_ant_v1/trial-02/metadata.json +++ b/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_ant_v1/trial-02/metadata.json @@ -1,9 +1,21 @@ { + "agent_timeout_info": { + "n_tool_calls": 75, + "pending_tool_call_ids": [ + "toolu_01QYC55dM1tSkifzHEshxQKU" + ], + "reason": "wall_clock_timeout", + "terminal_event_recorded": true, + "terminal_trajectory_complete": false, + "timeout_sec": 5400.0 + }, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:c338003eab742d732cfd8b1cb13fe3d6a5b8fdd6f58842f6ba2991314d6ab974", "digest_compatibility_note": null, "finished_at": 1784103481.173677, "harness": "opencode", + "idle_timeout_info": null, "model": { "agent_idle_timeout_sec": 3600, "daytona_pty_readline_timeout_sec": 3600, @@ -15,12 +27,27 @@ }, "normalized_score": 9.101740845, "observed_raw_score": 2762.241826695058, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "max", + "published_protocol_version": "2.2", "raw_score": 2762.241826695058, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 3600, + "source_daytona_pty_readline_timeout_sec": 3600, + "source_protocol_version": "2.1", "source_run_id": 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a/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_ant_v1/trial-03/metadata.json +++ b/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_ant_v1/trial-03/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:c338003eab742d732cfd8b1cb13fe3d6a5b8fdd6f58842f6ba2991314d6ab974", "digest_compatibility_note": null, "finished_at": 1784113784.201615, "harness": "opencode", + "idle_timeout_info": null, "model": { "agent_idle_timeout_sec": 3600, "daytona_pty_readline_timeout_sec": 3600, @@ -15,12 +18,27 @@ }, "normalized_score": 0.0, "observed_raw_score": null, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "max", + "published_protocol_version": "2.2", "raw_score": 2443.815838992282, "raw_score_source": "starter_anchor_equivalent_for_fail_closed_timeout", + "source_agent_idle_timeout_sec": 3600, + "source_daytona_pty_readline_timeout_sec": 3600, + "source_protocol_version": "2.1", "source_run_id": "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-claude/claude-opus-4.8/trial-03", "task": "simulation_heuristics_ant_v1", "task_digest": "sha256:c338003eab742d732cfd8b1cb13fe3d6a5b8fdd6f58842f6ba2991314d6ab974", + "terminal_error": null, + "terminal_error_category": null, + "timing": { + "agent_execution": 2700.5, + "agent_setup": 10.1, + "environment_setup": 3.4, + "total": 6652.4, + "verifier": 3912.8 + }, "token_usage": { "final_input_tokens": 2.0, "final_output_tokens": 639.0, @@ -29,5 +47,7 @@ "total_tokens": 47729.0 }, "tool_calls": 39, - "trial": 3 + "transport_error_info": null, + "trial": 3, + "verifier_timeout_info": null } diff --git a/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_ant_v1/trial-04/metadata.json b/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_ant_v1/trial-04/metadata.json index 92f84b1..9a3f66e 100644 --- a/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_ant_v1/trial-04/metadata.json +++ b/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_ant_v1/trial-04/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:c338003eab742d732cfd8b1cb13fe3d6a5b8fdd6f58842f6ba2991314d6ab974", "digest_compatibility_note": null, "finished_at": 1784120178.69071, "harness": "opencode", + "idle_timeout_info": null, "model": { "agent_idle_timeout_sec": 3600, "daytona_pty_readline_timeout_sec": 3600, @@ -15,12 +18,27 @@ }, "normalized_score": 0.0, "observed_raw_score": null, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "max", + "published_protocol_version": "2.2", "raw_score": 2443.815838992282, "raw_score_source": "starter_anchor_equivalent_for_fail_closed_timeout", + "source_agent_idle_timeout_sec": 3600, + "source_daytona_pty_readline_timeout_sec": 3600, + "source_protocol_version": "2.1", "source_run_id": "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-claude/claude-opus-4.8/trial-04", "task": "simulation_heuristics_ant_v1", "task_digest": "sha256:c338003eab742d732cfd8b1cb13fe3d6a5b8fdd6f58842f6ba2991314d6ab974", + "terminal_error": null, + "terminal_error_category": null, + "timing": { + "agent_execution": 2970.9, + "agent_setup": 10.8, + "environment_setup": 3.5, + "total": 6923.0, + "verifier": 3912.9 + }, "token_usage": { "final_input_tokens": 2.0, "final_output_tokens": 742.0, @@ -29,5 +47,7 @@ "total_tokens": 40033.0 }, "tool_calls": 26, - "trial": 4 + "transport_error_info": null, + "trial": 4, + "verifier_timeout_info": null } diff --git a/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_ant_v1/trial-05/metadata.json b/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_ant_v1/trial-05/metadata.json index 7d597aa..246777b 100644 --- a/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_ant_v1/trial-05/metadata.json +++ b/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_ant_v1/trial-05/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:c338003eab742d732cfd8b1cb13fe3d6a5b8fdd6f58842f6ba2991314d6ab974", "digest_compatibility_note": null, "finished_at": 1784110074.558851, "harness": "opencode", + "idle_timeout_info": null, "model": { "agent_idle_timeout_sec": 3600, "daytona_pty_readline_timeout_sec": 3600, @@ -15,12 +18,27 @@ }, "normalized_score": 0.0, "observed_raw_score": null, + 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b/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_breakout_rgb_v1/trial-04/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:dae0fbd989a518bd7dbdcd1c40d9a347bb6f835ac9cbc50957e7c5a63ec1db1e", "digest_compatibility_note": null, "finished_at": 1784120178.69071, "harness": "opencode", + "idle_timeout_info": null, "model": { "agent_idle_timeout_sec": 3600, "daytona_pty_readline_timeout_sec": 3600, @@ -15,12 +18,27 @@ }, "normalized_score": 95.848375451, "observed_raw_score": 841.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "max", + "published_protocol_version": "2.2", "raw_score": 841.0, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 3600, + "source_daytona_pty_readline_timeout_sec": 3600, + "source_protocol_version": "2.1", 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b/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_halfcheetah_v1/trial-01/metadata.json index bdff75f..1ad1133 100644 --- a/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_halfcheetah_v1/trial-01/metadata.json +++ b/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_halfcheetah_v1/trial-01/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 10800, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:aab8a7d4a73765939684373673d03a7811f56e06c4160beee887b3e3e6743d3b", "digest_compatibility_note": null, "finished_at": 1784105005.326783, "harness": "opencode", + "idle_timeout_info": null, "model": { "agent_idle_timeout_sec": 3600, "daytona_pty_readline_timeout_sec": 3600, @@ -15,12 +18,27 @@ }, "normalized_score": 41.669121704, "observed_raw_score": 7120.625663985211, + "protocol_agent_idle_timeout_sec": 3600, + 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b/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_montezuma_v1/trial-01/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:518afe1cd1a1794ad99057a695c46008f38ebee53f9ed7e2dce017cdecc08dca", "digest_compatibility_note": null, "finished_at": 1784091892.627182, "harness": "opencode", + "idle_timeout_info": null, "model": { "agent_idle_timeout_sec": 0, "daytona_pty_readline_timeout_sec": 3600, @@ -15,13 +18,30 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "max", + "published_protocol_version": "2.2", "raw_score": 0.0, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": null, + "source_daytona_pty_readline_timeout_sec": 3600, + "source_protocol_version": "2.1", "source_run_id": 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b/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_montezuma_v1/trial-02/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:518afe1cd1a1794ad99057a695c46008f38ebee53f9ed7e2dce017cdecc08dca", "digest_compatibility_note": null, "finished_at": 1784103481.173677, "harness": "opencode", + "idle_timeout_info": null, "model": { "agent_idle_timeout_sec": 3600, "daytona_pty_readline_timeout_sec": 3600, @@ -15,12 +18,27 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "max", + "published_protocol_version": "2.2", "raw_score": 0.0, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 3600, + "source_daytona_pty_readline_timeout_sec": 3600, + "source_protocol_version": "2.1", "source_run_id": 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a/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_montezuma_v1/trial-03/metadata.json +++ b/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_montezuma_v1/trial-03/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:518afe1cd1a1794ad99057a695c46008f38ebee53f9ed7e2dce017cdecc08dca", "digest_compatibility_note": null, "finished_at": 1784113784.201615, "harness": "opencode", + "idle_timeout_info": null, "model": { "agent_idle_timeout_sec": 3600, "daytona_pty_readline_timeout_sec": 3600, @@ -15,12 +18,27 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "max", + "published_protocol_version": "2.2", "raw_score": 0.0, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 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b/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_montezuma_v1/trial-04/metadata.json index e9cf50e..6adc1cb 100644 --- a/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_montezuma_v1/trial-04/metadata.json +++ b/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_montezuma_v1/trial-04/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:518afe1cd1a1794ad99057a695c46008f38ebee53f9ed7e2dce017cdecc08dca", "digest_compatibility_note": null, "finished_at": 1784120178.69071, "harness": "opencode", + "idle_timeout_info": null, "model": { "agent_idle_timeout_sec": 3600, "daytona_pty_readline_timeout_sec": 3600, @@ -15,12 +18,27 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, 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a/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_montezuma_v1/trial-05/metadata.json b/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_montezuma_v1/trial-05/metadata.json index 02b1eab..f6f100c 100644 --- a/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_montezuma_v1/trial-05/metadata.json +++ b/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_montezuma_v1/trial-05/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:518afe1cd1a1794ad99057a695c46008f38ebee53f9ed7e2dce017cdecc08dca", "digest_compatibility_note": null, "finished_at": 1784110074.558851, "harness": "opencode", + "idle_timeout_info": null, "model": { "agent_idle_timeout_sec": 3600, "daytona_pty_readline_timeout_sec": 3600, @@ -15,12 +18,27 @@ }, "normalized_score": 0.0, 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b/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_vizdoom_d1_v1/trial-03/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:ea30e0252670bc77855fc732868f29c080f8773c1e0f9b72180289c568c59238", "digest_compatibility_note": null, "finished_at": 1784113784.201615, "harness": "opencode", + "idle_timeout_info": null, "model": { "agent_idle_timeout_sec": 3600, "daytona_pty_readline_timeout_sec": 3600, @@ -15,12 +18,27 @@ }, "normalized_score": 85.890478581, "observed_raw_score": 0.7647399573773146, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "max", + "published_protocol_version": "2.2", "raw_score": 0.7647399573773146, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 3600, + "source_daytona_pty_readline_timeout_sec": 3600, + 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a/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_vizdoom_d1_v1/trial-04/metadata.json +++ b/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_vizdoom_d1_v1/trial-04/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:ea30e0252670bc77855fc732868f29c080f8773c1e0f9b72180289c568c59238", "digest_compatibility_note": null, "finished_at": 1784120178.69071, "harness": "opencode", + "idle_timeout_info": null, "model": { "agent_idle_timeout_sec": 3600, "daytona_pty_readline_timeout_sec": 3600, @@ -15,12 +18,27 @@ }, "normalized_score": 113.721417769, "observed_raw_score": 0.869439946487546, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "max", + "published_protocol_version": "2.2", "raw_score": 0.869439946487546, "raw_score_source": 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b/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_vizdoom_d1_v1/trial-05/metadata.json index 2ff2704..f50aad7 100644 --- a/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_vizdoom_d1_v1/trial-05/metadata.json +++ b/leaderboard/article_suite_submissions/claude-opus-4.8/simulation_heuristics_vizdoom_d1_v1/trial-05/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:ea30e0252670bc77855fc732868f29c080f8773c1e0f9b72180289c568c59238", "digest_compatibility_note": null, "finished_at": 1784110074.558851, "harness": "opencode", + "idle_timeout_info": null, "model": { "agent_idle_timeout_sec": 3600, "daytona_pty_readline_timeout_sec": 3600, @@ -15,12 +18,27 @@ }, "normalized_score": 111.116423225, "observed_raw_score": 0.8596399573981761, + "protocol_agent_idle_timeout_sec": 3600, + 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a/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_ant_v1/trial-05/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_ant_v1/trial-05/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:c338003eab742d732cfd8b1cb13fe3d6a5b8fdd6f58842f6ba2991314d6ab974", "digest_compatibility_note": null, "finished_at": 1784081904.218542, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.4 Mini", "id": "gpt-5.4-mini", @@ -13,12 +16,27 @@ }, "normalized_score": -45.015963942, "observed_raw_score": 868.924505125946, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 868.924505125946, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 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index 70a7e86..171d4be 100644 --- a/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_atari57_v1/trial-01/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_atari57_v1/trial-01/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 1814400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:b3b516b56ca8c457a9abd3b7628d00741db0f22dc261cb174df008fafad35b8c", "digest_compatibility_note": null, "finished_at": 1784074742.653706, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.4 Mini", "id": "gpt-5.4-mini", @@ -13,12 +16,27 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 0.0, "raw_score_source": "observed", + 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b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_atari57_v1/trial-02/metadata.json index 16bad36..11080a6 100644 --- a/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_atari57_v1/trial-02/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_atari57_v1/trial-02/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 1814400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:b3b516b56ca8c457a9abd3b7628d00741db0f22dc261cb174df008fafad35b8c", "digest_compatibility_note": null, "finished_at": 1784074623.04269, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.4 Mini", "id": "gpt-5.4-mini", @@ -13,12 +16,27 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + 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a/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_atari57_v1/trial-03/metadata.json b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_atari57_v1/trial-03/metadata.json index 401447c..6f1fe23 100644 --- a/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_atari57_v1/trial-03/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_atari57_v1/trial-03/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 1814400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:b3b516b56ca8c457a9abd3b7628d00741db0f22dc261cb174df008fafad35b8c", "digest_compatibility_note": null, "finished_at": 1784076792.366179, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.4 Mini", "id": "gpt-5.4-mini", @@ -13,12 +16,27 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + 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b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_breakout_rgb_v1/trial-01/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:dae0fbd989a518bd7dbdcd1c40d9a347bb6f835ac9cbc50957e7c5a63ec1db1e", "digest_compatibility_note": null, "finished_at": 1784074742.653706, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.4 Mini", "id": "gpt-5.4-mini", @@ -13,12 +16,27 @@ }, "normalized_score": 8.664259928, "observed_raw_score": 358.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 358.0, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + "source_daytona_pty_readline_timeout_sec": 900, + "source_protocol_version": "2.1", "source_run_id": 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a/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_breakout_rgb_v1/trial-02/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_breakout_rgb_v1/trial-02/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:dae0fbd989a518bd7dbdcd1c40d9a347bb6f835ac9cbc50957e7c5a63ec1db1e", "digest_compatibility_note": null, "finished_at": 1784074623.04269, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.4 Mini", "id": "gpt-5.4-mini", @@ -13,12 +16,27 @@ }, "normalized_score": 95.848375451, "observed_raw_score": 841.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 841.0, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, 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b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_breakout_rgb_v1/trial-03/metadata.json index dd72a79..2902eb0 100644 --- a/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_breakout_rgb_v1/trial-03/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_breakout_rgb_v1/trial-03/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:dae0fbd989a518bd7dbdcd1c40d9a347bb6f835ac9cbc50957e7c5a63ec1db1e", "digest_compatibility_note": null, "finished_at": 1784076792.366179, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.4 Mini", "id": "gpt-5.4-mini", @@ -13,12 +16,27 @@ }, "normalized_score": 0.0, "observed_raw_score": 310.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": 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a/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_breakout_rgb_v1/trial-04/metadata.json b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_breakout_rgb_v1/trial-04/metadata.json index e2d0019..a286291 100644 --- a/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_breakout_rgb_v1/trial-04/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_breakout_rgb_v1/trial-04/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:dae0fbd989a518bd7dbdcd1c40d9a347bb6f835ac9cbc50957e7c5a63ec1db1e", "digest_compatibility_note": null, "finished_at": 1784079105.716872, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.4 Mini", "id": "gpt-5.4-mini", @@ -13,12 +16,27 @@ }, "normalized_score": -48.194945848, "observed_raw_score": 43.0, + 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"verifier_timeout_info": null } diff --git a/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_breakout_rgb_v1/trial-05/metadata.json b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_breakout_rgb_v1/trial-05/metadata.json index 136892c..ff4970f 100644 --- a/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_breakout_rgb_v1/trial-05/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_breakout_rgb_v1/trial-05/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:dae0fbd989a518bd7dbdcd1c40d9a347bb6f835ac9cbc50957e7c5a63ec1db1e", "digest_compatibility_note": null, "finished_at": 1784081904.218542, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.4 Mini", "id": "gpt-5.4-mini", @@ -13,12 +16,27 @@ }, "normalized_score": 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"transport_error_info": null, + "trial": 5, + "verifier_timeout_info": null } diff --git a/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_halfcheetah_v1/trial-01/metadata.json b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_halfcheetah_v1/trial-01/metadata.json index 37fe11b..0bf045d 100644 --- a/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_halfcheetah_v1/trial-01/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_halfcheetah_v1/trial-01/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 10800, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:aab8a7d4a73765939684373673d03a7811f56e06c4160beee887b3e3e6743d3b", "digest_compatibility_note": null, "finished_at": 1784074742.653706, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.4 Mini", "id": "gpt-5.4-mini", @@ 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-1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:518afe1cd1a1794ad99057a695c46008f38ebee53f9ed7e2dce017cdecc08dca", "digest_compatibility_note": null, "finished_at": 1784074742.653706, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.4 Mini", "id": "gpt-5.4-mini", @@ -13,12 +16,27 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 0.0, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + "source_daytona_pty_readline_timeout_sec": 900, + "source_protocol_version": "2.1", "source_run_id": "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt54mini/gpt-5.4-mini/trial-01", "task": 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b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_montezuma_v1/trial-02/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:518afe1cd1a1794ad99057a695c46008f38ebee53f9ed7e2dce017cdecc08dca", "digest_compatibility_note": null, "finished_at": 1784074623.04269, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.4 Mini", "id": "gpt-5.4-mini", @@ -13,12 +16,27 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 0.0, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + "source_daytona_pty_readline_timeout_sec": 900, + "source_protocol_version": "2.1", "source_run_id": 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a/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_montezuma_v1/trial-03/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_montezuma_v1/trial-03/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:518afe1cd1a1794ad99057a695c46008f38ebee53f9ed7e2dce017cdecc08dca", "digest_compatibility_note": null, "finished_at": 1784076792.366179, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.4 Mini", "id": "gpt-5.4-mini", @@ -13,12 +16,27 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 0.0, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + 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index 7c0ffd4..c19c6e5 100644 --- a/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_montezuma_v1/trial-04/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_montezuma_v1/trial-04/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:518afe1cd1a1794ad99057a695c46008f38ebee53f9ed7e2dce017cdecc08dca", "digest_compatibility_note": null, "finished_at": 1784079105.716872, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.4 Mini", "id": "gpt-5.4-mini", @@ -13,12 +16,27 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 0.0, "raw_score_source": "observed", + 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b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_montezuma_v1/trial-05/metadata.json index 4252f9d..6ed276c 100644 --- a/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_montezuma_v1/trial-05/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_montezuma_v1/trial-05/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:518afe1cd1a1794ad99057a695c46008f38ebee53f9ed7e2dce017cdecc08dca", "digest_compatibility_note": null, "finished_at": 1784081904.218542, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.4 Mini", "id": "gpt-5.4-mini", @@ -13,12 +16,27 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + 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a/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_pong_ram_v1/trial-01/metadata.json b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_pong_ram_v1/trial-01/metadata.json index 0117bd0..25c9eb2 100644 --- a/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_pong_ram_v1/trial-01/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_pong_ram_v1/trial-01/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:23dc66f3d54d291790ea8a04459e3848966a82854ac3bea5107b0b5240e74457", "digest_compatibility_note": null, "finished_at": 1784074742.653706, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.4 Mini", "id": "gpt-5.4-mini", @@ -13,12 +16,27 @@ }, "normalized_score": -75.0, "observed_raw_score": -21.0, + 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@@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:ea30e0252670bc77855fc732868f29c080f8773c1e0f9b72180289c568c59238", "digest_compatibility_note": null, "finished_at": 1784081904.218542, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.4 Mini", "id": "gpt-5.4-mini", @@ -13,12 +16,27 @@ }, "normalized_score": -187.56513016, "observed_raw_score": -0.2640000022947788, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": -0.2640000022947788, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + "source_daytona_pty_readline_timeout_sec": 900, + "source_protocol_version": "2.1", "source_run_id": "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt54mini/gpt-5.4-mini/trial-05", 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b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_vizdoom_d3_v1/trial-01/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:a1da044451acdb98fa331f2742def1693b3233098571b4d5aee5ecd43124617c", "digest_compatibility_note": null, "finished_at": 1784075921.181849, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.4 Mini", "id": "gpt-5.4-mini", @@ -13,12 +16,27 @@ }, "normalized_score": 97.159090909, "observed_raw_score": 322.6, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 322.6, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + "source_daytona_pty_readline_timeout_sec": 900, + "source_protocol_version": "2.1", "source_run_id": 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a/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_vizdoom_d3_v1/trial-02/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_vizdoom_d3_v1/trial-02/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:a1da044451acdb98fa331f2742def1693b3233098571b4d5aee5ecd43124617c", "digest_compatibility_note": null, "finished_at": 1784074623.04269, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.4 Mini", "id": "gpt-5.4-mini", @@ -13,12 +16,27 @@ }, "normalized_score": -10.160427807, "observed_raw_score": 1.5, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 1.5, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + 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index d727fd6..4328d61 100644 --- a/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_vizdoom_d3_v1/trial-03/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_vizdoom_d3_v1/trial-03/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:a1da044451acdb98fa331f2742def1693b3233098571b4d5aee5ecd43124617c", "digest_compatibility_note": null, "finished_at": 1784076792.366179, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.4 Mini", "id": "gpt-5.4-mini", @@ -13,12 +16,27 @@ }, "normalized_score": 1.771390374, "observed_raw_score": 37.2, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 37.2, "raw_score_source": "observed", + 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b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_vizdoom_d3_v1/trial-04/metadata.json index 38609fe..2aea3c0 100644 --- a/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_vizdoom_d3_v1/trial-04/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_vizdoom_d3_v1/trial-04/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:a1da044451acdb98fa331f2742def1693b3233098571b4d5aee5ecd43124617c", "digest_compatibility_note": null, "finished_at": 1784079105.716872, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.4 Mini", "id": "gpt-5.4-mini", @@ -13,12 +16,27 @@ }, "normalized_score": -2.506684492, "observed_raw_score": 24.4, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, 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a/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_vizdoom_d3_v1/trial-05/metadata.json b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_vizdoom_d3_v1/trial-05/metadata.json index ce7e2fe..151e36c 100644 --- a/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_vizdoom_d3_v1/trial-05/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.4-mini/simulation_heuristics_vizdoom_d3_v1/trial-05/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:a1da044451acdb98fa331f2742def1693b3233098571b4d5aee5ecd43124617c", "digest_compatibility_note": null, "finished_at": 1784081904.218542, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.4 Mini", "id": "gpt-5.4-mini", @@ -13,12 +16,27 @@ }, "normalized_score": -3.609625668, "observed_raw_score": 21.1, + 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"verifier_timeout_info": null } diff --git a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_ant_v1/metadata.json b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_ant_v1/metadata.json index b376b48..7e7bfe2 100644 --- a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_ant_v1/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_ant_v1/metadata.json @@ -9,17 +9,17 @@ "provider": "azure", "provider_reasoning_effort": "xhigh" }, - "normalized_score": -12.5116242462, - "normalized_score_stddev": 8.756962566015595, + "normalized_score": -12.2320084794, + "normalized_score_stddev": 9.211087046248206, "provider_reasoning_effort": "xhigh", - "raw_score": 2006.0944869926293, + "raw_score": 2015.8768932664839, "raw_score_imputation_count": 0, - "raw_score_stddev": 306.36385957656836, + "raw_score_stddev": 322.25148356656894, "source_run_ids": [ 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b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_ant_v1/score.json @@ -1,11 +1,11 @@ { "benchmark": "learning_beyond_gradients_article_suite", - "normalized_score": -12.5116242462, - "normalized_score_stddev": 8.756962566015595, + "normalized_score": -12.2320084794, + "normalized_score_stddev": 9.211087046248206, "raw_score_imputation_count": 0, "reference_score": 5942.333244755838, - "score": 2006.0944869926293, - "score_stddev": 306.36385957656836, + "score": 2015.8768932664839, + "score_stddev": 322.25148356656894, "starter_score": 2443.815838992282, "task": "simulation_heuristics_ant_v1", "trial_count": 5, @@ -38,12 +38,12 @@ "trial": 3 }, { - "normalized_score": -1.398078834, - "observed_raw_score": 2394.903807623008, - "raw_score": 2394.903807623008, + "normalized_score": 0.0, + "observed_raw_score": 2443.815838992282, + "raw_score": 2443.815838992282, "raw_score_source": "observed", "score_path": 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100644 --- a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_atari57_v1/trial-02/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_atari57_v1/trial-02/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 1814400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:b3b516b56ca8c457a9abd3b7628d00741db0f22dc261cb174df008fafad35b8c", "digest_compatibility_note": null, "finished_at": 1784076544.549837, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.5", "id": "gpt-5.5", @@ -13,12 +16,27 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 0.0, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + 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100644 --- a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_atari57_v1/trial-03/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_atari57_v1/trial-03/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 1814400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:b3b516b56ca8c457a9abd3b7628d00741db0f22dc261cb174df008fafad35b8c", "digest_compatibility_note": null, "finished_at": 1784080509.825609, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.5", "id": "gpt-5.5", @@ -13,12 +16,27 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 0.0, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + 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100644 --- a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_atari57_v1/trial-04/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_atari57_v1/trial-04/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 1814400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:b3b516b56ca8c457a9abd3b7628d00741db0f22dc261cb174df008fafad35b8c", "digest_compatibility_note": null, "finished_at": 1784093477.189311, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.5", "id": "gpt-5.5", @@ -13,12 +16,27 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 0.0, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + 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100644 --- a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_atari57_v1/trial-05/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_atari57_v1/trial-05/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 1814400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:b3b516b56ca8c457a9abd3b7628d00741db0f22dc261cb174df008fafad35b8c", "digest_compatibility_note": null, "finished_at": 1784095422.450964, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.5", "id": "gpt-5.5", @@ -13,13 +16,30 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 0.0, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + 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a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_breakout_ram_v1/trial-01/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_breakout_ram_v1/trial-01/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:12eb4ca8814c602a2fbf709f0472c90c8758f3c1ffd0131329b734ca1d8e6b20", "digest_compatibility_note": null, "finished_at": 1784074045.3527198, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.5", "id": "gpt-5.5", @@ -13,12 +16,27 @@ }, "normalized_score": 5.870020964, "observed_raw_score": 415.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 415.0, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + 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80e1c0b..66d6997 100644 --- a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_breakout_ram_v1/trial-02/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_breakout_ram_v1/trial-02/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:12eb4ca8814c602a2fbf709f0472c90c8758f3c1ffd0131329b734ca1d8e6b20", "digest_compatibility_note": null, "finished_at": 1784076544.549837, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.5", "id": "gpt-5.5", @@ -13,12 +16,27 @@ }, "normalized_score": 70.020964361, "observed_raw_score": 721.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 721.0, "raw_score_source": "observed", + 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b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_breakout_ram_v1/trial-03/metadata.json index 1ccdf1c..4faaaa3 100644 --- a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_breakout_ram_v1/trial-03/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_breakout_ram_v1/trial-03/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:12eb4ca8814c602a2fbf709f0472c90c8758f3c1ffd0131329b734ca1d8e6b20", "digest_compatibility_note": null, "finished_at": 1784080509.825609, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.5", "id": "gpt-5.5", @@ -13,12 +16,27 @@ }, "normalized_score": 10.062893082, "observed_raw_score": 435.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + 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a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_breakout_ram_v1/trial-04/metadata.json b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_breakout_ram_v1/trial-04/metadata.json index 7ecbf1d..bccfc92 100644 --- a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_breakout_ram_v1/trial-04/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_breakout_ram_v1/trial-04/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:12eb4ca8814c602a2fbf709f0472c90c8758f3c1ffd0131329b734ca1d8e6b20", "digest_compatibility_note": null, "finished_at": 1784098096.514206, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.5", "id": "gpt-5.5", @@ -13,12 +16,27 @@ }, "normalized_score": 9.224318658, "observed_raw_score": 431.0, + 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a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_breakout_rgb_v1/trial-01/score.json b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_breakout_rgb_v1/trial-01/score.json index 2259765..e5f6c0e 100644 --- a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_breakout_rgb_v1/trial-01/score.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_breakout_rgb_v1/trial-01/score.json @@ -1,7 +1,7 @@ { - "normalized_score": 21.299638989, + "normalized_score": 99.277978339, "reference_score": 864.0, - "score": 428.0, + "score": 860.0, "starter_score": 310.0, "suites": { "hidden_nominal": { @@ -10,11 +10,11 @@ { "final_lives": 0, "invalid_action": false, - "length": 14382, - "mean_action_latency_ms": 0.4408362879364866, + "length": 21521, + "mean_action_latency_ms": 0.4799090789567914, "observation_mode": "rgb", "policy_error": null, - "return": 428.0, + "return": 860.0, "seed": 101, "terminated": true, "truncated": false, @@ -23,14 +23,14 @@ } ], "invalid_episode_rate": 0.0, - "max_return": 428.0, + "max_return": 860.0, "max_steps": 30000, - "mean_action_latency_ms": 0.4408362879364866, - "mean_return": 428.0, - "min_return": 428.0, + "mean_action_latency_ms": 0.4799090789567914, + "mean_return": 860.0, + "min_return": 860.0, "observation_mode": "rgb", "policy_path": "submitted_artifact", - "score": 428.0 + "score": 860.0 }, "hidden_shifted_start": { "completion_rate": 0.0, @@ -38,11 +38,11 @@ { "final_lives": 0, "invalid_action": false, - "length": 14376, - "mean_action_latency_ms": 0.4348243627143722, + "length": 21515, + "mean_action_latency_ms": 0.49106069311197453, "observation_mode": "rgb", "policy_error": null, - "return": 428.0, + "return": 860.0, "seed": 211, "terminated": true, "truncated": false, @@ -51,16 +51,16 @@ } ], "invalid_episode_rate": 0.0, - "max_return": 428.0, + "max_return": 860.0, "max_steps": 30000, - "mean_action_latency_ms": 0.4348243627143722, - 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b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_halfcheetah_v1/trial-04/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 10800, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:aab8a7d4a73765939684373673d03a7811f56e06c4160beee887b3e3e6743d3b", "digest_compatibility_note": null, "finished_at": 1784098096.514206, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.5", "id": "gpt-5.5", @@ -13,12 +16,27 @@ }, "normalized_score": 13.798807871, "observed_raw_score": 5034.262934783822, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 5034.262934783822, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + "source_daytona_pty_readline_timeout_sec": 900, + "source_protocol_version": "2.1", "source_run_id": 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a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_halfcheetah_v1/trial-05/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_halfcheetah_v1/trial-05/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 10800, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:aab8a7d4a73765939684373673d03a7811f56e06c4160beee887b3e3e6743d3b", "digest_compatibility_note": null, "finished_at": 1784097871.7138891, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.5", "id": "gpt-5.5", @@ -13,12 +16,27 @@ }, "normalized_score": 0.0, "observed_raw_score": 4001.2886158917113, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 4001.2886158917113, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + 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12dcf3c..875dc7b 100644 --- a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_montezuma_v1/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_montezuma_v1/metadata.json @@ -19,7 +19,7 @@ "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-01", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-02", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-03", - "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-04", + "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-04/tasks-e2ced31f9c", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-05" ], "task": "simulation_heuristics_montezuma_v1", diff --git a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_montezuma_v1/score.json b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_montezuma_v1/score.json index 7057b63..01f551a 100644 --- a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_montezuma_v1/score.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_montezuma_v1/score.json @@ -43,7 +43,7 @@ "raw_score": 0.0, "raw_score_source": "observed", "score_path": "leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_montezuma_v1/trial-04/score.json", - "source_run_id": "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-04", + "source_run_id": "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-04/tasks-e2ced31f9c", "trial": 4 }, { diff --git a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_montezuma_v1/trial-01/metadata.json b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_montezuma_v1/trial-01/metadata.json index f711341..b9a3582 100644 --- a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_montezuma_v1/trial-01/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_montezuma_v1/trial-01/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:518afe1cd1a1794ad99057a695c46008f38ebee53f9ed7e2dce017cdecc08dca", "digest_compatibility_note": null, "finished_at": 1784074045.3527198, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.5", "id": "gpt-5.5", @@ -13,12 +16,27 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 0.0, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + 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100644 --- a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_montezuma_v1/trial-02/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_montezuma_v1/trial-02/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:518afe1cd1a1794ad99057a695c46008f38ebee53f9ed7e2dce017cdecc08dca", "digest_compatibility_note": null, "finished_at": 1784076544.549837, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.5", "id": "gpt-5.5", @@ -13,12 +16,27 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 0.0, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + 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100644 --- a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_montezuma_v1/trial-03/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_montezuma_v1/trial-03/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:518afe1cd1a1794ad99057a695c46008f38ebee53f9ed7e2dce017cdecc08dca", "digest_compatibility_note": null, "finished_at": 1784080509.825609, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.5", "id": "gpt-5.5", @@ -13,12 +16,27 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 0.0, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + 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6cb78b2..71988f1 100644 --- a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_montezuma_v1/trial-04/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_montezuma_v1/trial-04/metadata.json @@ -1,10 +1,15 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:518afe1cd1a1794ad99057a695c46008f38ebee53f9ed7e2dce017cdecc08dca", "digest_compatibility_note": null, - "finished_at": 1784093477.189311, + "finished_at": 1784140206.649261, "harness": "opencode", + "idle_timeout_info": null, "model": { + "agent_idle_timeout_sec": 3600, + "daytona_pty_readline_timeout_sec": 3600, "display_name": "GPT-5.5", "id": "gpt-5.5", "model": "azure/gpt-5.5", @@ -13,19 +18,36 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": 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"mean_return": 0.0, "policy_path": "submitted_artifact", "recovery_success_rate": 0.0, @@ -185,22 +185,22 @@ { "bootstrap_steps": 0, "invalid_action": false, - "length": 2600, - "mean_action_latency_ms": 0.1588235599382852, + "length": 549, + "mean_action_latency_ms": 0.0074930138757048625, "policy_error": null, - "policy_steps": 2600, + "policy_steps": 549, "pre_policy_noops": 0, "return": 0.0, "seed": 10001, "target_reached": false, - "terminated": false, - "truncated": true, + "terminated": true, + "truncated": false, "variant": "canonical" } ], "invalid_episode_rate": 0.0, "max_steps": 2600, - "mean_action_latency_ms": 0.1588235599382852, + "mean_action_latency_ms": 0.0074930138757048625, "mean_return": 0.0, "policy_path": "submitted_artifact", "recovery_success_rate": 0.0, diff --git a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_montezuma_v1/trial-05/metadata.json b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_montezuma_v1/trial-05/metadata.json index 95cd0eb..2d7fd17 100644 --- a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_montezuma_v1/trial-05/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_montezuma_v1/trial-05/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:518afe1cd1a1794ad99057a695c46008f38ebee53f9ed7e2dce017cdecc08dca", "digest_compatibility_note": null, "finished_at": 1784095422.450964, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.5", "id": "gpt-5.5", @@ -13,13 +16,30 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 0.0, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + "source_daytona_pty_readline_timeout_sec": 900, + "source_protocol_version": "2.1", "source_run_id": "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-05", "task": "simulation_heuristics_montezuma_v1", "task_digest": "sha256:518afe1cd1a1794ad99057a695c46008f38ebee53f9ed7e2dce017cdecc08dca", + "terminal_error": null, + "terminal_error_category": null, + "timing": { + "agent_execution": 150.1, + "agent_setup": 3.3, + "environment_setup": 2.8, + "total": 228.2, + "verifier": 45.2 + }, "token_usage": null, "tool_calls": 40, - "trial": 5 + "transport_error_info": null, + "trial": 5, + "verifier_timeout_info": null } diff --git a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/metadata.json b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/metadata.json index 45d5555..e8704c1 100644 --- a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/metadata.json @@ -9,17 +9,17 @@ "provider": "azure", "provider_reasoning_effort": "xhigh" }, - "normalized_score": 49.1666666668, - "normalized_score_stddev": 40.44028519521613, + "normalized_score": 54.166666666800005, + "normalized_score_stddev": 38.188130791325946, "provider_reasoning_effort": "xhigh", - "raw_score": 8.8, + "raw_score": 10.0, "raw_score_imputation_count": 0, - "raw_score_stddev": 9.705668446840743, + "raw_score_stddev": 9.16515138991168, "source_run_ids": [ "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-01", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-02", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-03", - "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-04/tasks-885696cfa4", + "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-04/tasks-e2ced31f9c", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-05" ], "task": "simulation_heuristics_pong_ram_v1", diff --git a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/score.json b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/score.json index 0dd946e..e91bec7 100644 --- a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/score.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/score.json @@ -1,11 +1,11 @@ { "benchmark": "learning_beyond_gradients_article_suite", - "normalized_score": 49.1666666668, - "normalized_score_stddev": 40.44028519521613, + "normalized_score": 54.166666666800005, + 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a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/trial-01/metadata.json b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/trial-01/metadata.json index 192bbf0..c25c977 100644 --- a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/trial-01/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/trial-01/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:23dc66f3d54d291790ea8a04459e3848966a82854ac3bea5107b0b5240e74457", "digest_compatibility_note": null, "finished_at": 1784074045.3527198, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.5", "id": "gpt-5.5", @@ -13,12 +16,27 @@ }, "normalized_score": 41.666666667, "observed_raw_score": 7.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 7.0, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + "source_daytona_pty_readline_timeout_sec": 900, + "source_protocol_version": "2.1", "source_run_id": "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-01", "task": "simulation_heuristics_pong_ram_v1", "task_digest": "sha256:23dc66f3d54d291790ea8a04459e3848966a82854ac3bea5107b0b5240e74457", + "terminal_error": null, + "terminal_error_category": null, + "timing": { + "agent_execution": 120.0, + "agent_setup": 3.0, + "environment_setup": 2.1, + "total": 214.2, + "verifier": 66.8 + }, "token_usage": { "final_input_tokens": 2559.0, "final_output_tokens": 157.0, @@ -27,5 +45,7 @@ "total_tokens": 14492.0 }, "tool_calls": 16, - "trial": 1 + "transport_error_info": null, + "trial": 1, + "verifier_timeout_info": null } diff --git a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/trial-02/metadata.json b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/trial-02/metadata.json index c611355..f557745 100644 --- a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/trial-02/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/trial-02/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:23dc66f3d54d291790ea8a04459e3848966a82854ac3bea5107b0b5240e74457", "digest_compatibility_note": null, "finished_at": 1784076544.549837, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.5", "id": "gpt-5.5", @@ -13,12 +16,27 @@ }, "normalized_score": 79.166666667, "observed_raw_score": 16.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "xhigh", + "published_protocol_version": "2.2", "raw_score": 16.0, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + "source_daytona_pty_readline_timeout_sec": 900, + "source_protocol_version": "2.1", "source_run_id": "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-02", "task": "simulation_heuristics_pong_ram_v1", "task_digest": "sha256:23dc66f3d54d291790ea8a04459e3848966a82854ac3bea5107b0b5240e74457", + "terminal_error": null, + "terminal_error_category": null, + "timing": { + "agent_execution": 330.1, + "agent_setup": 3.3, + "environment_setup": 5.0, + "total": 431.6, + "verifier": 65.3 + }, "token_usage": { "final_input_tokens": 777.0, "final_output_tokens": 255.0, @@ -27,5 +45,7 @@ "total_tokens": 17416.0 }, "tool_calls": 16, - "trial": 2 + "transport_error_info": null, + "trial": 2, + "verifier_timeout_info": null } diff --git a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/trial-03/metadata.json b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/trial-03/metadata.json index 39edb92..38c9ef6 100644 --- a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/trial-03/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/trial-03/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:23dc66f3d54d291790ea8a04459e3848966a82854ac3bea5107b0b5240e74457", "digest_compatibility_note": null, "finished_at": 1784080509.825609, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.5", "id": "gpt-5.5", @@ -13,12 +16,27 @@ }, "normalized_score": 100.0, "observed_raw_score": 21.0, + "protocol_agent_idle_timeout_sec": 3600, + 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a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/trial-04/metadata.json b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/trial-04/metadata.json index 1199610..b8f4b95 100644 --- a/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/trial-04/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.5/simulation_heuristics_pong_ram_v1/trial-04/metadata.json @@ -1,25 +1,53 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:23dc66f3d54d291790ea8a04459e3848966a82854ac3bea5107b0b5240e74457", "digest_compatibility_note": null, - "finished_at": 1784095422.450964, + "finished_at": 1784140206.649261, "harness": "opencode", + "idle_timeout_info": null, "model": { + "agent_idle_timeout_sec": 3600, + "daytona_pty_readline_timeout_sec": 3600, "display_name": "GPT-5.5", "id": "gpt-5.5", "model": 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a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_ant_v1/trial-03/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_ant_v1/trial-03/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:c338003eab742d732cfd8b1cb13fe3d6a5b8fdd6f58842f6ba2991314d6ab974", "digest_compatibility_note": null, "finished_at": 1784092762.840873, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.6 Sol", "id": "gpt-5.6-sol", @@ -13,12 +16,27 @@ }, "normalized_score": -11.713338376, "observed_raw_score": 2034.0226571116652, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "max", + "published_protocol_version": "2.2", "raw_score": 2034.0226571116652, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 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b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_ant_v1/trial-05/metadata.json index dac34cf..c9323aa 100644 --- a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_ant_v1/trial-05/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_ant_v1/trial-05/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:c338003eab742d732cfd8b1cb13fe3d6a5b8fdd6f58842f6ba2991314d6ab974", "digest_compatibility_note": null, "finished_at": 1784098371.002007, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.6 Sol", "id": "gpt-5.6-sol", @@ -13,12 +16,27 @@ }, "normalized_score": 5.32283012, "observed_raw_score": 2630.03597721429, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "max", + 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a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_atari57_v1/trial-01/metadata.json b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_atari57_v1/trial-01/metadata.json index e91beb3..cf975f1 100644 --- a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_atari57_v1/trial-01/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_atari57_v1/trial-01/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 1814400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:b3b516b56ca8c457a9abd3b7628d00741db0f22dc261cb174df008fafad35b8c", "digest_compatibility_note": null, "finished_at": 1784075101.71677, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.6 Sol", "id": "gpt-5.6-sol", @@ -13,12 +16,27 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + "protocol_agent_idle_timeout_sec": 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a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_atari57_v1/trial-05/metadata.json b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_atari57_v1/trial-05/metadata.json index 823fee7..8710df7 100644 --- a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_atari57_v1/trial-05/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_atari57_v1/trial-05/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 1814400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:b3b516b56ca8c457a9abd3b7628d00741db0f22dc261cb174df008fafad35b8c", "digest_compatibility_note": null, "finished_at": 1784098371.002007, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.6 Sol", "id": "gpt-5.6-sol", @@ -13,12 +16,27 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "max", + "published_protocol_version": "2.2", "raw_score": 0.0, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + "source_daytona_pty_readline_timeout_sec": 900, + "source_protocol_version": "2.1", "source_run_id": "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-05", "task": "simulation_heuristics_atari57_v1", "task_digest": "sha256:b3b516b56ca8c457a9abd3b7628d00741db0f22dc261cb174df008fafad35b8c", + "terminal_error": null, + "terminal_error_category": null, + "timing": { + "agent_execution": 210.9, + "agent_setup": 2.8, + "environment_setup": 2.9, + "total": 248.4, + "verifier": 10.7 + }, "token_usage": { "final_input_tokens": 806.0, "final_output_tokens": 202.0, @@ -27,5 +45,7 @@ "total_tokens": 32752.0 }, "tool_calls": 25, - "trial": 5 + "transport_error_info": null, + "trial": 5, + "verifier_timeout_info": null } diff --git a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_breakout_ram_v1/metadata.json b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_breakout_ram_v1/metadata.json index ff610e7..8548c8c 100644 --- a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_breakout_ram_v1/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_breakout_ram_v1/metadata.json @@ -9,17 +9,17 @@ "provider": "azure", "provider_reasoning_effort": "max" }, - "normalized_score": 43.899371069400004, - "normalized_score_stddev": 47.34804435501101, + "normalized_score": 60.209643606, + "normalized_score_stddev": 50.34075134460858, "provider_reasoning_effort": "max", - "raw_score": 596.4, + "raw_score": 674.2, "raw_score_imputation_count": 0, - "raw_score_stddev": 225.8501715739884, + "raw_score_stddev": 240.1253839143209, "source_run_ids": [ 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a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_breakout_ram_v1/score.json +++ b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_breakout_ram_v1/score.json @@ -1,11 +1,11 @@ { "benchmark": "learning_beyond_gradients_article_suite", - "normalized_score": 43.899371069400004, - "normalized_score_stddev": 47.34804435501101, + "normalized_score": 60.209643606, + "normalized_score_stddev": 50.34075134460858, "raw_score_imputation_count": 0, "reference_score": 864.0, - "score": 596.4, - "score_stddev": 225.8501715739884, + "score": 674.2, + "score_stddev": 240.1253839143209, "starter_score": 387.0, "task": "simulation_heuristics_breakout_ram_v1", "trial_count": 5, @@ -38,12 +38,12 @@ "trial": 3 }, { - "normalized_score": 18.448637317, - "observed_raw_score": 475.0, - "raw_score": 475.0, + "normalized_score": 100.0, + "observed_raw_score": 864.0, + "raw_score": 864.0, "raw_score_source": "observed", "score_path": 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b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_breakout_ram_v1/trial-02/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:12eb4ca8814c602a2fbf709f0472c90c8758f3c1ffd0131329b734ca1d8e6b20", "digest_compatibility_note": null, "finished_at": 1784078883.680485, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.6 Sol", "id": "gpt-5.6-sol", @@ -13,12 +16,27 @@ }, "normalized_score": 6.918238994, "observed_raw_score": 420.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "max", + "published_protocol_version": "2.2", "raw_score": 420.0, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + "source_daytona_pty_readline_timeout_sec": 900, + "source_protocol_version": "2.1", "source_run_id": 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a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_breakout_ram_v1/trial-03/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_breakout_ram_v1/trial-03/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:12eb4ca8814c602a2fbf709f0472c90c8758f3c1ffd0131329b734ca1d8e6b20", "digest_compatibility_note": null, "finished_at": 1784092762.840873, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.6 Sol", "id": "gpt-5.6-sol", @@ -13,12 +16,27 @@ }, "normalized_score": 3.5639413, "observed_raw_score": 404.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "max", + "published_protocol_version": "2.2", "raw_score": 404.0, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + 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index 0123d69..9b433db 100644 --- a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_breakout_ram_v1/trial-04/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_breakout_ram_v1/trial-04/metadata.json @@ -1,25 +1,53 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:12eb4ca8814c602a2fbf709f0472c90c8758f3c1ffd0131329b734ca1d8e6b20", "digest_compatibility_note": null, - "finished_at": 1784095422.450964, + "finished_at": 1784138571.705982, "harness": "opencode", + "idle_timeout_info": null, "model": { + "agent_idle_timeout_sec": 3600, + "daytona_pty_readline_timeout_sec": 3600, "display_name": "GPT-5.6 Sol", "id": "gpt-5.6-sol", "model": "azure/gpt-5.6-sol", "provider": "azure", "provider_reasoning_effort": "max" }, - "normalized_score": 18.448637317, - "observed_raw_score": 475.0, + "normalized_score": 100.0, + 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index ff38a32..42da334 100644 --- a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_breakout_rgb_v1/trial-04/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_breakout_rgb_v1/trial-04/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:dae0fbd989a518bd7dbdcd1c40d9a347bb6f835ac9cbc50957e7c5a63ec1db1e", "digest_compatibility_note": null, "finished_at": 1784095422.450964, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.6 Sol", "id": "gpt-5.6-sol", @@ -13,13 +16,30 @@ }, "normalized_score": 70.758122744, "observed_raw_score": 702.0, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "max", + "published_protocol_version": "2.2", "raw_score": 702.0, "raw_score_source": "observed", + 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a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_halfcheetah_v1/trial-04/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_halfcheetah_v1/trial-04/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 10800, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:aab8a7d4a73765939684373673d03a7811f56e06c4160beee887b3e3e6743d3b", "digest_compatibility_note": null, "finished_at": 1784100567.131854, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.6 Sol", "id": "gpt-5.6-sol", @@ -13,12 +16,27 @@ }, "normalized_score": 32.792734613, "observed_raw_score": 6456.142181402096, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "max", + "published_protocol_version": "2.2", "raw_score": 6456.142181402096, "raw_score_source": "observed", + 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b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_halfcheetah_v1/trial-05/metadata.json index 2732c2a..b588475 100644 --- a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_halfcheetah_v1/trial-05/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_halfcheetah_v1/trial-05/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 10800, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:aab8a7d4a73765939684373673d03a7811f56e06c4160beee887b3e3e6743d3b", "digest_compatibility_note": null, "finished_at": 1784098371.002007, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.6 Sol", "id": "gpt-5.6-sol", @@ -13,12 +16,27 @@ }, "normalized_score": 30.414174988, "observed_raw_score": 6278.083972984627, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, 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a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_montezuma_v1/trial-01/metadata.json b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_montezuma_v1/trial-01/metadata.json index 6065114..4e7d509 100644 --- a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_montezuma_v1/trial-01/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_montezuma_v1/trial-01/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:518afe1cd1a1794ad99057a695c46008f38ebee53f9ed7e2dce017cdecc08dca", "digest_compatibility_note": null, "finished_at": 1784075101.71677, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.6 Sol", "id": "gpt-5.6-sol", @@ -13,12 +16,27 @@ }, "normalized_score": 0.0, "observed_raw_score": 0.0, + 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--git a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_montezuma_v1/trial-05/metadata.json b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_montezuma_v1/trial-05/metadata.json index 71fde67..c48a4b3 100644 --- a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_montezuma_v1/trial-05/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_montezuma_v1/trial-05/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:518afe1cd1a1794ad99057a695c46008f38ebee53f9ed7e2dce017cdecc08dca", "digest_compatibility_note": null, "finished_at": 1784098371.002007, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.6 Sol", "id": "gpt-5.6-sol", @@ -13,12 +16,27 @@ }, "normalized_score": 72.5, "observed_raw_score": 290.0, + 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"transport_error_info": null, + "trial": 2, + "verifier_timeout_info": null } diff --git a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_pong_ram_v1/trial-03/metadata.json b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_pong_ram_v1/trial-03/metadata.json index 6d93fc6..37c355d 100644 --- a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_pong_ram_v1/trial-03/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_pong_ram_v1/trial-03/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:23dc66f3d54d291790ea8a04459e3848966a82854ac3bea5107b0b5240e74457", "digest_compatibility_note": null, "finished_at": 1784092762.840873, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.6 Sol", "id": "gpt-5.6-sol", @@ -13,12 +16,27 @@ 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null } diff --git a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_pong_ram_v1/trial-05/metadata.json b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_pong_ram_v1/trial-05/metadata.json index fefdec2..e948cd5 100644 --- a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_pong_ram_v1/trial-05/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_pong_ram_v1/trial-05/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:23dc66f3d54d291790ea8a04459e3848966a82854ac3bea5107b0b5240e74457", "digest_compatibility_note": null, "finished_at": 1784098371.002007, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.6 Sol", "id": "gpt-5.6-sol", @@ -13,12 +16,27 @@ }, "normalized_score": 100.0, "observed_raw_score": 21.0, + 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"verifier_timeout_info": null } diff --git a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_vizdoom_d1_v1/metadata.json b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_vizdoom_d1_v1/metadata.json index 05ddaab..412af81 100644 --- a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_vizdoom_d1_v1/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_vizdoom_d1_v1/metadata.json @@ -9,16 +9,16 @@ "provider": "azure", "provider_reasoning_effort": "max" }, - "normalized_score": 56.834663982799995, - "normalized_score_stddev": 33.111283305681766, + "normalized_score": 73.23338822320001, + "normalized_score_stddev": 37.18119323399795, "provider_reasoning_effort": "max", - "raw_score": 0.6554319871515035, + "raw_score": 0.7171239853203296, "raw_score_imputation_count": 0, - "raw_score_stddev": 0.12456464290218099, + "raw_score_stddev": 0.13987564345039064, "source_run_ids": [ 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b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_vizdoom_d1_v1/score.json @@ -1,11 +1,11 @@ { "benchmark": "learning_beyond_gradients_article_suite", - "normalized_score": 56.834663982799995, - "normalized_score_stddev": 33.111283305681766, + "normalized_score": 73.23338822320001, + "normalized_score_stddev": 37.18119323399795, "raw_score_imputation_count": 0, "reference_score": 0.8178199748694898, - "score": 0.6554319871515035, - "score_stddev": 0.12456464290218099, + "score": 0.7171239853203296, + "score_stddev": 0.13987564345039064, "starter_score": 0.44161998964846133, "task": "simulation_heuristics_vizdoom_d1_v1", "trial_count": 5, @@ -29,12 +29,12 @@ "trial": 2 }, { - "normalized_score": 31.015418049, - "observed_raw_score": 0.5582999877631664, - "raw_score": 0.5582999877631664, + "normalized_score": 113.009039251, + "observed_raw_score": 0.866759978607297, + "raw_score": 0.866759978607297, "raw_score_source": "observed", "score_path": 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a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_vizdoom_d3_v1/trial-02/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_vizdoom_d3_v1/trial-02/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:a1da044451acdb98fa331f2742def1693b3233098571b4d5aee5ecd43124617c", "digest_compatibility_note": null, "finished_at": 1784078883.680485, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.6 Sol", "id": "gpt-5.6-sol", @@ -13,12 +16,27 @@ }, "normalized_score": -3.442513369, "observed_raw_score": 21.599999999999998, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "max", + "published_protocol_version": "2.2", "raw_score": 21.599999999999998, "raw_score_source": "observed", + 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"mean_action_latency_ms": 4.950328934805613, "policy_error": null, - "return": 0.0, + "return": 175.0, "seed": 104, "terminated": true, "truncated": false @@ -88,17 +88,17 @@ { "final_variables": { "AMMO2": 0.0, - "DAMAGECOUNT": 20.0, - "HEALTH": 10.0, - "HITCOUNT": 2.0, - "KILLCOUNT": 2.0 + "DAMAGECOUNT": 35.0, + "HEALTH": 4.0, + "HITCOUNT": 3.0, + "KILLCOUNT": 3.0 }, "invalid_action": false, "lane": 4, - "length": 306, - "mean_action_latency_ms": 2.0744595676660538, + "length": 294, + "mean_action_latency_ms": 5.3924833912225, "policy_error": null, - "return": 40.0, + "return": 65.0, "seed": 105, "terminated": true, "truncated": false @@ -106,16 +106,16 @@ ], "frame_skip": 2, "invalid_episode_rate": 0.0, - "max_return": 40.0, + "max_return": 260.0, "max_steps": 1050, - "mean_action_latency_ms": 2.070870917549416, - "mean_return": 28.0, - "min_return": 0.0, + "mean_action_latency_ms": 5.078902320954029, + "mean_return": 115.0, + "min_return": 35.0, "policy_path": "submitted_artifact", "render_height": 480, "render_width": 640, "scenario": "d3", - "score": 28.0 + "score": 115.0 }, "hidden_secondary": { "batch_seed": 607, @@ -124,35 +124,35 @@ { "final_variables": { "AMMO2": 0.0, - "DAMAGECOUNT": 35.0, - "HEALTH": 90.0, - "HITCOUNT": 4.0, - "KILLCOUNT": 4.0 + "DAMAGECOUNT": 65.0, + "HEALTH": 7.0, + "HITCOUNT": 6.0, + "KILLCOUNT": 6.0 }, "invalid_action": false, "lane": 0, - "length": 1050, - "mean_action_latency_ms": 1.997888364962169, + "length": 410, + "mean_action_latency_ms": 5.356633408767421, "policy_error": null, - "return": 75.0, + "return": 125.0, "seed": 607, - "terminated": false, - "truncated": true + "terminated": true, + "truncated": false }, { "final_variables": { "AMMO2": 0.0, - "DAMAGECOUNT": 10.0, - "HEALTH": 10.0, + "DAMAGECOUNT": 15.0, + "HEALTH": 2.0, "HITCOUNT": 1.0, "KILLCOUNT": 1.0 }, "invalid_action": false, "lane": 1, - "length": 262, - "mean_action_latency_ms": 2.115637646945378, + "length": 388, + "mean_action_latency_ms": 5.24872732492759, "policy_error": null, - "return": 20.0, + "return": 25.0, "seed": 608, "terminated": true, "truncated": false @@ -160,17 +160,17 @@ { "final_variables": { "AMMO2": 0.0, - "DAMAGECOUNT": 0.0, - "HEALTH": 4.0, - "HITCOUNT": 0.0, - "KILLCOUNT": 0.0 + "DAMAGECOUNT": 30.0, + "HEALTH": 15.0, + "HITCOUNT": 4.0, + "KILLCOUNT": 4.0 }, "invalid_action": false, "lane": 2, - "length": 473, - "mean_action_latency_ms": 2.0683587353526915, + "length": 533, + "mean_action_latency_ms": 5.308813990336645, "policy_error": null, - "return": 0.0, + "return": 70.0, "seed": 609, "terminated": true, "truncated": false @@ -178,17 +178,17 @@ { "final_variables": { "AMMO2": 0.0, - "DAMAGECOUNT": 0.0, - "HEALTH": 19.0, - "HITCOUNT": 0.0, - "KILLCOUNT": 0.0 + "DAMAGECOUNT": 5.0, + "HEALTH": 13.0, + "HITCOUNT": 1.0, + "KILLCOUNT": 1.0 }, "invalid_action": false, "lane": 3, - "length": 400, - "mean_action_latency_ms": 2.0626725628972054, + "length": 489, + "mean_action_latency_ms": 5.064522980851386, "policy_error": null, - "return": 0.0, + "return": 15.0, "seed": 610, "terminated": true, "truncated": false @@ -196,17 +196,17 @@ { "final_variables": { "AMMO2": 0.0, - "DAMAGECOUNT": 60.0, - "HEALTH": 19.0, + "DAMAGECOUNT": 50.0, + "HEALTH": 7.0, "HITCOUNT": 5.0, "KILLCOUNT": 5.0 }, "invalid_action": false, "lane": 4, - "length": 373, - "mean_action_latency_ms": 2.069716169511345, + "length": 386, + "mean_action_latency_ms": 5.069627122557843, "policy_error": null, - "return": 110.0, + "return": 100.0, "seed": 611, "terminated": true, "truncated": false @@ -214,16 +214,16 @@ ], "frame_skip": 2, "invalid_episode_rate": 0.0, - "max_return": 110.0, + "max_return": 125.0, "max_steps": 1050, - "mean_action_latency_ms": 2.0628546959337575, - "mean_return": 41.0, - "min_return": 0.0, + "mean_action_latency_ms": 5.2096649654881775, + "mean_return": 67.0, + "min_return": 15.0, "policy_path": "submitted_artifact", "render_height": 480, "render_width": 640, "scenario": "d3", - "score": 41.0 + "score": 67.0 } } } diff --git a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_vizdoom_d3_v1/trial-04/metadata.json b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_vizdoom_d3_v1/trial-04/metadata.json index f531486..8937311 100644 --- a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_vizdoom_d3_v1/trial-04/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_vizdoom_d3_v1/trial-04/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:a1da044451acdb98fa331f2742def1693b3233098571b4d5aee5ecd43124617c", "digest_compatibility_note": null, "finished_at": 1784095422.450964, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.6 Sol", "id": "gpt-5.6-sol", @@ -13,13 +16,30 @@ }, "normalized_score": 0.0, "observed_raw_score": 31.9, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "max", + "published_protocol_version": "2.2", "raw_score": 31.9, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + "source_daytona_pty_readline_timeout_sec": 900, + "source_protocol_version": "2.1", "source_run_id": "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-04", "task": "simulation_heuristics_vizdoom_d3_v1", "task_digest": "sha256:a1da044451acdb98fa331f2742def1693b3233098571b4d5aee5ecd43124617c", + "terminal_error": null, + "terminal_error_category": null, + "timing": { + "agent_execution": 210.6, + "agent_setup": 6.3, + "environment_setup": 4.3, + "total": 482.0, + "verifier": 224.6 + }, "token_usage": null, "tool_calls": 23, - "trial": 4 + "transport_error_info": null, + "trial": 4, + "verifier_timeout_info": null } diff --git a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_vizdoom_d3_v1/trial-05/metadata.json b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_vizdoom_d3_v1/trial-05/metadata.json index d2453ec..8b0ed76 100644 --- a/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_vizdoom_d3_v1/trial-05/metadata.json +++ b/leaderboard/article_suite_submissions/gpt-5.6-sol/simulation_heuristics_vizdoom_d3_v1/trial-05/metadata.json @@ -1,9 +1,12 @@ { + "agent_timeout_info": null, + "agent_timeout_sec": 5400, "benchmark": "learning_beyond_gradients_article_suite", "current_task_digest": "sha256:a1da044451acdb98fa331f2742def1693b3233098571b4d5aee5ecd43124617c", "digest_compatibility_note": null, "finished_at": 1784098371.002007, "harness": "opencode", + "idle_timeout_info": null, "model": { "display_name": "GPT-5.6 Sol", "id": "gpt-5.6-sol", @@ -13,12 +16,27 @@ }, "normalized_score": 44.852941176, "observed_raw_score": 166.1, + "protocol_agent_idle_timeout_sec": 3600, + "protocol_daytona_pty_readline_timeout_sec": 3600, "provider_reasoning_effort": "max", + "published_protocol_version": "2.2", "raw_score": 166.1, "raw_score_source": "observed", + "source_agent_idle_timeout_sec": 600, + "source_daytona_pty_readline_timeout_sec": 900, + "source_protocol_version": "2.1", "source_run_id": "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-05", "task": "simulation_heuristics_vizdoom_d3_v1", "task_digest": "sha256:a1da044451acdb98fa331f2742def1693b3233098571b4d5aee5ecd43124617c", + "terminal_error": null, + "terminal_error_category": null, + "timing": { + "agent_execution": 240.1, + "agent_setup": 3.6, + "environment_setup": 2.1, + "total": 316.9, + "verifier": 45.2 + }, "token_usage": { "final_input_tokens": 543.0, "final_output_tokens": 169.0, @@ -27,5 +45,7 @@ "total_tokens": 22728.0 }, "tool_calls": 22, - "trial": 5 + "transport_error_info": null, + "trial": 5, + 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only when no idle or PTY timeout influenced the selected result" + }, + "generated_at": "2026-07-15T19:13:43.174081+00:00", + "historically_affected_cells": [ + { + "model_id": "gpt-5.5", + "reason": "pty_900s", + "task": "simulation_heuristics_breakout_rgb_v1", + "trial": 1 + }, + { + "model_id": "gpt-5.5", + "reason": "pty_900s", + "task": "simulation_heuristics_ant_v1", + "trial": 4 + }, + { + "model_id": "gpt-5.5", + "reason": "idle_600s", + "task": "simulation_heuristics_montezuma_v1", + "trial": 4 + }, + { + "model_id": "gpt-5.5", + "reason": "pty_900s", + "task": "simulation_heuristics_pong_ram_v1", + "trial": 4 + }, + { + "model_id": "gpt-5.6-sol", + "reason": "pty_900s", + "task": "simulation_heuristics_halfcheetah_v1", + "trial": 1 + }, + { + "model_id": "gpt-5.6-sol", + "reason": "pty_900s", + "task": "simulation_heuristics_vizdoom_d3_v1", + "trial": 1 + }, + { + "model_id": "gpt-5.6-sol", + "reason": "pty_900s", + "task": "simulation_heuristics_ant_v1", + "trial": 2 + }, + { + "model_id": "gpt-5.6-sol", + "reason": "idle_600s", + "task": "simulation_heuristics_vizdoom_d1_v1", + "trial": 3 + }, + { + "model_id": "gpt-5.6-sol", + "reason": "pty_900s", + "task": "simulation_heuristics_vizdoom_d3_v1", + "trial": 3 + }, + { + "model_id": "gpt-5.6-sol", + "reason": "pty_900s", + "task": "simulation_heuristics_breakout_ram_v1", + "trial": 4 + } + ], + "model_iqm_changes": [ + { + "after_iqm": 13.868245803826087, + "before_iqm": 10.662970787652174, + "delta": 3.2052750161739123, + "model_id": "gpt-5.5" + }, + { + "after_iqm": 40.67930709160869, + "before_iqm": 36.651764607913044, + "delta": 4.0275424836956475, + "model_id": "gpt-5.6-sol" + } + ], + "protocol_version": "2.2", + "rerun_cell_count": 10, + "rerun_score_changes": [ + { + "after_normalized_score": 99.277978339, + "before_normalized_score": 21.299638989, + "delta": 77.97833935, + "model_id": "gpt-5.5", + "task": "simulation_heuristics_breakout_rgb_v1", + "trial": 1 + }, + { + "after_normalized_score": 0.0, + "before_normalized_score": -1.398078834, + "delta": 1.398078834, + "model_id": "gpt-5.5", + "task": "simulation_heuristics_ant_v1", + "trial": 4 + }, + { + "after_normalized_score": 0.0, + "before_normalized_score": 0.0, + "delta": 0.0, + "model_id": "gpt-5.5", + "task": "simulation_heuristics_montezuma_v1", + "trial": 4 + }, + { + "after_normalized_score": 50.0, + "before_normalized_score": 25.0, + "delta": 25.0, + "model_id": "gpt-5.5", + "task": "simulation_heuristics_pong_ram_v1", + "trial": 4 + }, + { + "after_normalized_score": 7.417455939, + "before_normalized_score": 26.12140084, + "delta": -18.703944901, + "model_id": "gpt-5.6-sol", + "task": "simulation_heuristics_halfcheetah_v1", + "trial": 1 + }, + { + "after_normalized_score": 4.879679144, + "before_normalized_score": 40.106951872, + "delta": -35.227272728, + "model_id": "gpt-5.6-sol", + "task": "simulation_heuristics_vizdoom_d3_v1", + "trial": 1 + }, + { + "after_normalized_score": -13.495063777, + "before_normalized_score": -7.591479, + "delta": -5.903584777000001, + "model_id": "gpt-5.6-sol", + "task": "simulation_heuristics_ant_v1", + "trial": 2 + }, + { + "after_normalized_score": 113.009039251, + "before_normalized_score": 31.015418049, + "delta": 81.993621202, + "model_id": "gpt-5.6-sol", + "task": "simulation_heuristics_vizdoom_d1_v1", + "trial": 3 + }, + { + "after_normalized_score": 22.961229947, + "before_normalized_score": 0.0, + "delta": 22.961229947, + "model_id": "gpt-5.6-sol", + "task": "simulation_heuristics_vizdoom_d3_v1", + "trial": 3 + }, + { + "after_normalized_score": 100.0, + "before_normalized_score": 18.448637317, + "delta": 81.55136268300001, + "model_id": "gpt-5.6-sol", + "task": "simulation_heuristics_breakout_ram_v1", + "trial": 4 + } + ], + "selected_cells": 180, + "selected_timeout_influenced_cells": [], + "shared_wall_clock_timeout_cells": [ + { + "model_id": "claude-opus-4.8", + "task": "simulation_heuristics_ant_v1", + "timeout_sec": 5400.0, + "trial": 1 + }, + { + "model_id": "claude-opus-4.8", + "task": "simulation_heuristics_ant_v1", + "timeout_sec": 5400.0, + "trial": 2 + } + ], + "status": "ok" +} diff --git a/scripts/audit_article_suite_timeout_fairness.py b/scripts/audit_article_suite_timeout_fairness.py new file mode 100644 index 0000000..705a02f --- /dev/null +++ b/scripts/audit_article_suite_timeout_fairness.py @@ -0,0 +1,322 @@ +#!/usr/bin/env python3 +from __future__ import annotations + +import argparse +import json +import math +import tomllib +from datetime import UTC, datetime +from pathlib import Path +from typing import Any + +import yaml + + +REPO_ROOT = Path(__file__).resolve().parents[1] +PROTOCOL_PATH = REPO_ROOT / "experiments" / "article_suite" / "protocol.toml" +SUBMISSIONS_ROOT = REPO_ROOT / "leaderboard" / "article_suite_submissions" +DEFAULT_OUTPUT = ( + REPO_ROOT / "leaderboard" / "article_suite_timeout_fairness_audit.json" +) + +HISTORICALLY_AFFECTED_CELLS = ( + ("gpt-5.5", "simulation_heuristics_breakout_rgb_v1", 1, "pty_900s"), + ("gpt-5.5", "simulation_heuristics_ant_v1", 4, "pty_900s"), + ("gpt-5.5", "simulation_heuristics_montezuma_v1", 4, "idle_600s"), + ("gpt-5.5", "simulation_heuristics_pong_ram_v1", 4, "pty_900s"), + ("gpt-5.6-sol", "simulation_heuristics_halfcheetah_v1", 1, "pty_900s"), + ("gpt-5.6-sol", "simulation_heuristics_vizdoom_d3_v1", 1, "pty_900s"), + ("gpt-5.6-sol", "simulation_heuristics_ant_v1", 2, "pty_900s"), + ("gpt-5.6-sol", "simulation_heuristics_vizdoom_d1_v1", 3, "idle_600s"), + ("gpt-5.6-sol", "simulation_heuristics_vizdoom_d3_v1", 3, "pty_900s"), + ("gpt-5.6-sol", "simulation_heuristics_breakout_ram_v1", 4, "pty_900s"), +) + +RERUN_SCORE_CHANGES = ( + ("gpt-5.5", "simulation_heuristics_breakout_rgb_v1", 1, 21.299638989, 99.277978339), + ("gpt-5.5", "simulation_heuristics_ant_v1", 4, -1.398078834, 0.0), + ("gpt-5.5", "simulation_heuristics_montezuma_v1", 4, 0.0, 0.0), + ("gpt-5.5", "simulation_heuristics_pong_ram_v1", 4, 25.0, 50.0), + ("gpt-5.6-sol", "simulation_heuristics_halfcheetah_v1", 1, 26.12140084, 7.417455939), + ("gpt-5.6-sol", "simulation_heuristics_vizdoom_d3_v1", 1, 40.106951872, 4.879679144), + ("gpt-5.6-sol", "simulation_heuristics_ant_v1", 2, -7.591479, -13.495063777), + ("gpt-5.6-sol", "simulation_heuristics_vizdoom_d1_v1", 3, 31.015418049, 113.009039251), + ("gpt-5.6-sol", "simulation_heuristics_vizdoom_d3_v1", 3, 0.0, 22.961229947), + ("gpt-5.6-sol", "simulation_heuristics_breakout_ram_v1", 4, 18.448637317, 100.0), +) + +MODEL_IQM_CHANGES = ( + ("gpt-5.5", 10.662970787652174, 13.868245803826087), + ("gpt-5.6-sol", 36.651764607913044, 40.67930709160869), +) + + +def parse_args() -> argparse.Namespace: + parser = argparse.ArgumentParser( + description="Audit timeout fairness of published article-suite cells." + ) + parser.add_argument("--output", type=Path, default=DEFAULT_OUTPUT) + return parser.parse_args() + + +def _task_document(task: str) -> dict[str, Any]: + path = REPO_ROOT / "tasks" / task / "task.md" + return yaml.safe_load(path.read_text().split("---", 2)[1]) + + +def main() -> None: + args = parse_args() + protocol = tomllib.loads(PROTOCOL_PATH.read_text()) + fairness = protocol["fairness"] + expected_idle = int(fairness["agent_idle_timeout_sec"]) + expected_pty = int(fairness["daytona_pty_readline_timeout_sec"]) + metadata_paths = sorted( + SUBMISSIONS_ROOT.glob("*/*/trial-*/metadata.json") + ) + + issues: list[dict[str, Any]] = [] + cells: list[dict[str, Any]] = [] + wall_clock_timeout_cells: list[dict[str, Any]] = [] + for path in metadata_paths: + metadata = json.loads(path.read_text()) + model_id = metadata["model"]["id"] + task = metadata["task"] + trial = int(metadata["trial"]) + task_document = _task_document(task) + expected_agent = int(task_document["agent"]["timeout_sec"]) + expected_verifier = int(task_document["verifier"]["timeout_sec"]) + expected_build = int( + task_document["environment"]["build_timeout_sec"] + ) + + cell = { + "model_id": model_id, + "task": task, + "trial": trial, + "published_protocol_version": metadata.get( + "published_protocol_version" + ), + "source_protocol_version": metadata.get("source_protocol_version"), + "agent_timeout_sec": metadata.get("agent_timeout_sec"), + "source_agent_idle_timeout_sec": metadata.get( + "source_agent_idle_timeout_sec" + ), + "source_daytona_pty_readline_timeout_sec": metadata.get( + "source_daytona_pty_readline_timeout_sec" + ), + "protocol_agent_idle_timeout_sec": metadata.get( + "protocol_agent_idle_timeout_sec" + ), + "protocol_daytona_pty_readline_timeout_sec": metadata.get( + "protocol_daytona_pty_readline_timeout_sec" + ), + "verifier_timeout_sec": expected_verifier, + "build_timeout_sec": expected_build, + "terminal_error_category": metadata.get( + "terminal_error_category" + ), + "agent_timeout_info": metadata.get("agent_timeout_info"), + "idle_timeout_info": metadata.get("idle_timeout_info"), + "transport_error_info": metadata.get("transport_error_info"), + "verifier_timeout_info": metadata.get("verifier_timeout_info"), + "source_run_id": metadata.get("source_run_id"), + } + cells.append(cell) + + checks = ( + ( + "protocol_version", + metadata.get("published_protocol_version"), + protocol["version"], + ), + ( + "agent_timeout_sec", + metadata.get("agent_timeout_sec"), + expected_agent, + ), + ( + "protocol_agent_idle_timeout_sec", + metadata.get("protocol_agent_idle_timeout_sec"), + expected_idle, + ), + ( + "protocol_daytona_pty_readline_timeout_sec", + metadata.get("protocol_daytona_pty_readline_timeout_sec"), + expected_pty, + ), + ) + for field, actual, expected in checks: + if actual != expected: + issues.append( + { + "model_id": model_id, + "task": task, + "trial": trial, + "field": field, + "actual": actual, + "expected": expected, + } + ) + + historical_key = (model_id, task, trial) + affected_keys = { + (affected_model, affected_task, affected_trial) + for ( + affected_model, + affected_task, + affected_trial, + _, + ) in HISTORICALLY_AFFECTED_CELLS + } + if historical_key in affected_keys: + for field, actual, expected in ( + ( + "source_protocol_version", + metadata.get("source_protocol_version"), + protocol["version"], + ), + ( + "source_agent_idle_timeout_sec", + metadata.get("source_agent_idle_timeout_sec"), + expected_idle, + ), + ( + "source_daytona_pty_readline_timeout_sec", + metadata.get("source_daytona_pty_readline_timeout_sec"), + expected_pty, + ), + ): + if actual != expected: + issues.append( + { + "model_id": model_id, + "task": task, + "trial": trial, + "field": field, + "actual": actual, + "expected": expected, + } + ) + + if metadata.get("idle_timeout_info") is not None: + issues.append( + { + "model_id": model_id, + "task": task, + "trial": trial, + "field": "idle_timeout_info", + "actual": metadata["idle_timeout_info"], + "expected": None, + } + ) + terminal_error = metadata.get("terminal_error") or "" + if "PTY readline timeout" in terminal_error: + issues.append( + { + "model_id": model_id, + "task": task, + "trial": trial, + "field": "terminal_error", + "actual": terminal_error, + "expected": "no PTY timeout", + } + ) + + agent_timeout = metadata.get("agent_timeout_info") + if agent_timeout is not None: + timeout_sec = agent_timeout.get("timeout_sec") + if ( + agent_timeout.get("reason") != "wall_clock_timeout" + or not isinstance(timeout_sec, int | float) + or not math.isclose(float(timeout_sec), expected_agent) + ): + issues.append( + { + "model_id": model_id, + "task": task, + "trial": trial, + "field": "agent_timeout_info", + "actual": agent_timeout, + "expected": { + "reason": "wall_clock_timeout", + "timeout_sec": expected_agent, + }, + } + ) + else: + wall_clock_timeout_cells.append( + { + "model_id": model_id, + "task": task, + "trial": trial, + "timeout_sec": timeout_sec, + } + ) + + expected_cells = 4 * 9 * int(protocol["trials"]) + if len(cells) != expected_cells: + issues.append( + { + "field": "selected_cell_count", + "actual": len(cells), + "expected": expected_cells, + } + ) + + report = { + "status": "ok" if not issues else "failed", + "generated_at": datetime.now(UTC).isoformat(), + "protocol_version": protocol["version"], + "expected_cells": expected_cells, + "selected_cells": len(cells), + "fairness": { + "agent_idle_timeout_sec": expected_idle, + "daytona_pty_readline_timeout_sec": expected_pty, + "interpretation": ( + "historically affected cells rerun under standardized " + "safeguards; unaffected source cells retained only when no " + "idle or PTY timeout influenced the selected result" + ), + }, + "historically_affected_cells": [ + { + "model_id": model_id, + "task": task, + "trial": trial, + "reason": reason, + } + for model_id, task, trial, reason in HISTORICALLY_AFFECTED_CELLS + ], + "rerun_cell_count": len(HISTORICALLY_AFFECTED_CELLS), + "rerun_score_changes": [ + { + "model_id": model_id, + "task": task, + "trial": trial, + "before_normalized_score": before, + "after_normalized_score": after, + "delta": after - before, + } + for model_id, task, trial, before, after in RERUN_SCORE_CHANGES + ], + "model_iqm_changes": [ + { + "model_id": model_id, + "before_iqm": before, + "after_iqm": after, + "delta": after - before, + } + for model_id, before, after in MODEL_IQM_CHANGES + ], + "selected_timeout_influenced_cells": issues, + "shared_wall_clock_timeout_cells": wall_clock_timeout_cells, + } + args.output.parent.mkdir(parents=True, exist_ok=True) + args.output.write_text(json.dumps(report, indent=2, sort_keys=True) + "\n") + print(json.dumps(report, indent=2, sort_keys=True)) + if issues: + raise SystemExit(1) + + +if __name__ == "__main__": + main() diff --git a/scripts/build_article_suite_leaderboard.py b/scripts/build_article_suite_leaderboard.py index f1741d7..7322f6a 100644 --- a/scripts/build_article_suite_leaderboard.py +++ b/scripts/build_article_suite_leaderboard.py @@ -674,6 +674,12 @@ def _render_article_suite_markdown( "documented in " "[`docs/article-suite-scoring.md`](../docs/article-suite-scoring.md).", "", + "The selected trajectory timeout audit is available in " + "[`article_suite_timeout_fairness_audit.json`]" + "(article_suite_timeout_fairness_audit.json) and " + "[`docs/article-suite-timeout-fairness.md`]" + "(../docs/article-suite-timeout-fairness.md).", + "", ] ) @@ -974,14 +980,28 @@ def main() -> None: source_score = ( rollout_dir / "verifier" / "genesis-score.json" ) + source_result = rollout_dir / "result.json" + source_config = rollout_dir / "config.json" if not source_score.is_file(): raise RuntimeError( f"{model_id}/{task}/trial-{trial:02d} has no " "verifier genesis-score.json" ) + if not source_result.is_file(): + raise RuntimeError( + f"{model_id}/{task}/trial-{trial:02d} has no " + "result.json" + ) + if not source_config.is_file(): + raise RuntimeError( + f"{model_id}/{task}/trial-{trial:02d} has no " + "config.json" + ) sanitized_score = _sanitize_score_paths( json.loads(source_score.read_text()) ) + result_payload = json.loads(source_result.read_text()) + config_payload = json.loads(source_config.read_text()) normalized = _normalized_task_score(result_row) try: ( @@ -1025,6 +1045,28 @@ def main() -> None: "provider_reasoning_effort": task_metadata[ "provider_reasoning_effort" ], + "published_protocol_version": protocol["version"], + "source_protocol_version": task_metadata.get( + "protocol", {} + ).get("version"), + "agent_timeout_sec": task_metadata[ + "task_agent_timeout_sec" + ][task], + "source_agent_idle_timeout_sec": config_payload.get( + "agent_idle_timeout_sec" + ), + "source_daytona_pty_readline_timeout_sec": ( + task_metadata["model"].get( + "daytona_pty_readline_timeout_sec", + 900, + ) + ), + "protocol_agent_idle_timeout_sec": protocol[ + "fairness" + ]["agent_idle_timeout_sec"], + "protocol_daytona_pty_readline_timeout_sec": protocol[ + "fairness" + ]["daytona_pty_readline_timeout_sec"], "normalized_score": normalized, "raw_score": float(raw_score), "observed_raw_score": observed_raw_score, @@ -1036,6 +1078,23 @@ def main() -> None: result_row.get("total_tool_calls"), ), "token_usage": result_row.get("token_usage"), + "terminal_error_category": result_payload.get( + "error_category" + ), + "terminal_error": result_payload.get("error"), + "agent_timeout_info": result_payload.get( + "agent_timeout_info" + ), + "idle_timeout_info": result_payload.get( + "idle_timeout_info" + ), + "transport_error_info": result_payload.get( + "transport_error_info" + ), + "verifier_timeout_info": result_payload.get( + "verifier_timeout_info" + ), + "timing": result_payload.get("timing"), } (trial_destination / "metadata.json").write_text( json.dumps( diff --git a/scripts/run_article_suite.py b/scripts/run_article_suite.py index d5ea14e..f8faf78 100644 --- a/scripts/run_article_suite.py +++ b/scripts/run_article_suite.py @@ -204,6 +204,24 @@ def _validate_protocol(tasks: tuple[str, ...], trials: int) -> dict[str, Any]: return protocol +def _validate_model_timeouts( + models: list[dict[str, Any]], + protocol: dict[str, Any], +) -> None: + fairness = protocol["fairness"] + expected_idle = int(fairness["agent_idle_timeout_sec"]) + expected_pty = int(fairness["daytona_pty_readline_timeout_sec"]) + for model in models: + idle = model.get("agent_idle_timeout_sec") + pty = model.get("daytona_pty_readline_timeout_sec") + if idle != expected_idle or pty != expected_pty: + raise RuntimeError( + f"{model['id']} timeout safeguards must match protocol.toml: " + f"idle={expected_idle}, Daytona PTY={expected_pty}; " + f"got idle={idle!r}, Daytona PTY={pty!r}" + ) + + def _selected_trials( requested: list[int] | None, *, @@ -453,6 +471,7 @@ def main() -> None: protocol = _validate_protocol(tasks, args.trials) selected_trials = _selected_trials(args.trial, trial_count=args.trials) models = _select_models(args.model, args.all_models) + _validate_model_timeouts(models, protocol) provider_env = os.environ.copy() provider_env.update(_read_env(args.env_file.expanduser())) if args.sandbox == "daytona": diff --git a/tests/test_article_suite_tooling.py b/tests/test_article_suite_tooling.py index 0d40804..58e7a1b 100644 --- a/tests/test_article_suite_tooling.py +++ b/tests/test_article_suite_tooling.py @@ -22,9 +22,13 @@ def test_article_suite_declares_exactly_nine_unique_tasks() -> None: def test_article_suite_protocol_uses_five_trials_and_triple_timeouts() -> None: protocol = runner._protocol() - assert protocol["version"] == "2.1" + assert protocol["version"] == "2.2" assert protocol["trials"] == 5 assert protocol["agent_timeout_multiplier"] == 3 + assert protocol["fairness"] == { + "agent_idle_timeout_sec": 3600, + "daytona_pty_readline_timeout_sec": 3600, + } runner._validate_protocol(runner.TASKS, protocol["trials"]) with pytest.raises(ValueError, match="must match protocol.toml"): runner._validate_protocol(runner.TASKS, 4) @@ -42,6 +46,19 @@ def test_article_suite_defaults_to_daytona( assert runner.parse_args().sandbox == "daytona" +def test_all_models_share_fair_idle_and_pty_timeouts() -> None: + models = runner._models() + protocol = runner._protocol() + + runner._validate_model_timeouts(models, protocol) + assert { + model["agent_idle_timeout_sec"] for model in models + } == {3600} + assert { + model["daytona_pty_readline_timeout_sec"] for model in models + } == {3600} + + def test_execution_protocol_ignores_posthoc_aggregation_changes() -> None: current = runner._protocol() prior_scoring = { diff --git a/tests/test_leaderboard_artifacts.py b/tests/test_leaderboard_artifacts.py index fca47c9..fe81ee2 100644 --- a/tests/test_leaderboard_artifacts.py +++ b/tests/test_leaderboard_artifacts.py @@ -15,6 +15,9 @@ ROOT_README = REPO_ROOT / "README.md" WEBSITE = REPO_ROOT / "website" / "index.html" WEBSITE_DATA = REPO_ROOT / "website" / "assets" / "article_suite.json" +TIMEOUT_AUDIT = ( + REPO_ROOT / "leaderboard" / "article_suite_timeout_fairness_audit.json" +) TASK_IMAGE = REPO_ROOT / "leaderboard" / "article_suite_task_leaderboards.png" FINAL_IMAGE = REPO_ROOT / "leaderboard" / "article_suite_final_leaderboard.png" @@ -64,7 +67,7 @@ def test_article_suite_leaderboard_is_complete_and_self_contained() -> None: assert payload["aggregation"]["primary_metric"] == "interquartile_mean" assert payload["aggregation"]["trim_fraction_per_tail"] == 0.25 if "protocol" in payload: - assert payload["protocol"]["version"] == "2.1" + assert payload["protocol"]["version"] == "2.2" assert payload["protocol"]["trials"] == 5 assert payload["protocol"]["agent_timeout_multiplier"] == 3 assert payload["execution"] == { @@ -303,3 +306,16 @@ def assert_no_absolute_artifact_paths(value: object) -> None: width, height = _png_dimensions(source) assert width >= 1500 assert height >= 800 + + +def test_timeout_fairness_audit_is_clean() -> None: + payload = json.loads(TIMEOUT_AUDIT.read_text()) + + assert payload["status"] == "ok" + assert payload["protocol_version"] == "2.2" + assert payload["selected_cells"] == 180 + assert payload["expected_cells"] == 180 + assert payload["rerun_cell_count"] == 10 + assert payload["selected_timeout_influenced_cells"] == [] + assert payload["fairness"]["agent_idle_timeout_sec"] == 3600 + assert payload["fairness"]["daytona_pty_readline_timeout_sec"] == 3600 diff --git a/website/assets/article_suite.json b/website/assets/article_suite.json index 37b8aa1..a358ed9 100644 --- a/website/assets/article_suite.json +++ b/website/assets/article_suite.json @@ -39,7 +39,7 @@ "daytona" ] }, - "generated_at": "2026-07-15T12:56:18.690710+00:00", + "generated_at": "2026-07-15T19:02:46.670420+00:00", "inference_settings": { "cross_provider_comparability": "labels_are_not_a_shared_numeric_compute_scale", "field": "provider_reasoning_effort", @@ -130,20 +130,20 @@ "model": "GPT-5.6 Sol", "model_id": "gpt-5.6-sol", "model_route": "azure/gpt-5.6-sol", - "normalized_score": -4.9009087386, - "normalized_score_stddev": 11.991465810903719, + "normalized_score": -6.081625694, + "normalized_score_stddev": 12.597925216329989, "provider": "azure", "provider_label": "Azure direct", "provider_reasoning_effort": "max", "rank": 2, - "raw_score": 2272.356693724495, + "raw_score": 2231.0491055302227, "raw_score_imputation_count": 0, - "raw_score_stddev": 419.52351859557746, + "raw_score_stddev": 440.7406064520731, "reference_score": 5942.333244755838, "sandbox": "daytona", "source_run": [ "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-01", - "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-02", + "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-02/simulation_heuristics_ant_v1", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-03", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-04/tasks-81ec8d98a4", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-05" @@ -157,22 +157,22 @@ "model": "GPT-5.5", "model_id": "gpt-5.5", "model_route": "azure/gpt-5.5", - "normalized_score": -12.5116242462, - "normalized_score_stddev": 8.756962566015595, + "normalized_score": -12.2320084794, + "normalized_score_stddev": 9.211087046248206, "provider": "azure", "provider_label": "Azure direct", "provider_reasoning_effort": "xhigh", "rank": 3, - "raw_score": 2006.0944869926293, + "raw_score": 2015.8768932664839, "raw_score_imputation_count": 0, - "raw_score_stddev": 306.36385957656836, + "raw_score_stddev": 322.25148356656894, "reference_score": 5942.333244755838, "sandbox": "daytona", "source_run": [ "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-01", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-02", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-03", - "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-04", + "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-04/tasks-e2ced31f9c", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-05/tasks-81ec8d98a4" ], "starter_score": 2443.815838992282, @@ -276,22 +276,22 @@ "model": "GPT-5.5", "model_id": "gpt-5.5", "model_route": "azure/gpt-5.5", - "normalized_score": 49.1666666668, - "normalized_score_stddev": 40.44028519521613, + "normalized_score": 54.166666666800005, + "normalized_score_stddev": 38.188130791325946, "provider": "azure", "provider_label": "Azure direct", "provider_reasoning_effort": "xhigh", "rank": 3, - "raw_score": 8.8, + "raw_score": 10.0, "raw_score_imputation_count": 0, - "raw_score_stddev": 9.705668446840743, + "raw_score_stddev": 9.16515138991168, "reference_score": 21.0, "sandbox": "daytona", "source_run": [ "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-01", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-02", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-03", - "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-04/tasks-885696cfa4", + "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-04/tasks-e2ced31f9c", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-05" ], "starter_score": -2.9999999999999996, @@ -368,22 +368,22 @@ "model": "GPT-5.6 Sol", "model_id": "gpt-5.6-sol", "model_route": "azure/gpt-5.6-sol", - "normalized_score": 43.899371069400004, - "normalized_score_stddev": 47.34804435501101, + "normalized_score": 60.209643606, + "normalized_score_stddev": 50.34075134460858, "provider": "azure", "provider_label": "Azure direct", "provider_reasoning_effort": "max", "rank": 2, - "raw_score": 596.4, + "raw_score": 674.2, "raw_score_imputation_count": 0, - "raw_score_stddev": 225.8501715739884, + "raw_score_stddev": 240.1253839143209, "reference_score": 864.0, "sandbox": "daytona", "source_run": [ "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-01", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-02", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-03", - "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-04", + "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-04/simulation_heuristics_breakout_ram_v1", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-05" ], "starter_score": 387.0, @@ -487,19 +487,19 @@ "model": "GPT-5.5", "model_id": "gpt-5.5", "model_route": 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}, { - "arithmetic_mean_normalized_score": 41.223767221955555, - "average_normalized_score": 41.223767221955555, - "final_normalized_score": 36.651764607913044, - "final_normalized_score_stddev": 5.524217450335815, + "arithmetic_mean_normalized_score": 44.038687475866666, + "average_normalized_score": 44.038687475866666, + "final_normalized_score": 40.67930709160869, + "final_normalized_score_stddev": 11.031024092730283, "harness": "opencode", - "mean_trial_iqm_normalized_score": 37.73164397808, - "median_normalized_score": 32.792734613, + "mean_trial_iqm_normalized_score": 41.6809489228, + "median_normalized_score": 33.28729024, "model": "GPT-5.6 Sol", "model_id": "gpt-5.6-sol", "model_route": "azure/gpt-5.6-sol", @@ -1553,32 +1557,32 @@ "simulation_heuristics_vizdoom_d3_v1": 0 }, "raw_task_score_stddevs": { - "simulation_heuristics_ant_v1": 419.52351859557746, + "simulation_heuristics_ant_v1": 440.7406064520731, "simulation_heuristics_atari57_v1": 0.0, - 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], "simulation_heuristics_halfcheetah_v1": [ - "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-01", + "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-01/tasks-786d2dde21", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-02", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-03", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-04/tasks-81ec8d98a4", @@ -1628,14 +1632,14 @@ "simulation_heuristics_vizdoom_d1_v1": [ "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-01", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-02", - "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-03", + 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"leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-05" ] @@ -1690,33 +1694,33 @@ } }, "task_score_stddevs": { - "simulation_heuristics_ant_v1": 11.991465810903719, + "simulation_heuristics_ant_v1": 12.597925216329989, "simulation_heuristics_atari57_v1": 0.0, - "simulation_heuristics_breakout_ram_v1": 47.34804435501101, + "simulation_heuristics_breakout_ram_v1": 50.34075134460858, "simulation_heuristics_breakout_rgb_v1": 22.118506348049813, - "simulation_heuristics_halfcheetah_v1": 3.8873875677992533, + "simulation_heuristics_halfcheetah_v1": 11.772801175021295, "simulation_heuristics_montezuma_v1": 43.31570154112709, "simulation_heuristics_pong_ram_v1": 9.771699499561077, - "simulation_heuristics_vizdoom_d1_v1": 33.111283305681766, - "simulation_heuristics_vizdoom_d3_v1": 23.995771403261536 + "simulation_heuristics_vizdoom_d1_v1": 37.18119323399795, + "simulation_heuristics_vizdoom_d3_v1": 20.096747543003065 }, "task_scores": { - 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"leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-01", + "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-01/simulation_heuristics_breakout_rgb_v1", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-02", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-03", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-04/tasks-885696cfa4", @@ -2451,14 +2455,14 @@ "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-01", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-02", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-03", - "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-04", + "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-04/tasks-e2ced31f9c", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-05" ], "simulation_heuristics_pong_ram_v1": [ "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-01", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-02", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-03", - "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-04/tasks-885696cfa4", + "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-04/tasks-e2ced31f9c", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt55/gpt-5.5/trial-05" ], "simulation_heuristics_vizdoom_d1_v1": [ @@ -2479,7 +2483,7 @@ "gpt-5.6-sol": { "simulation_heuristics_ant_v1": [ "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-01", - "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-02", + "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-02/simulation_heuristics_ant_v1", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-03", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-04/tasks-81ec8d98a4", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-05" @@ -2495,7 +2499,7 @@ "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-01", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-02", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-03", - "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-04", + "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-04/simulation_heuristics_breakout_ram_v1", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-05" ], "simulation_heuristics_breakout_rgb_v1": [ @@ -2506,7 +2510,7 @@ "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-05" ], "simulation_heuristics_halfcheetah_v1": [ - "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-01", + "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-01/tasks-786d2dde21", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-02", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-03", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-04/tasks-81ec8d98a4", @@ -2529,14 +2533,14 @@ "simulation_heuristics_vizdoom_d1_v1": [ "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-01", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-02", - "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-03", + "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-03/tasks-8869084d04", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-04", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-05" ], "simulation_heuristics_vizdoom_d3_v1": [ - "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-01", + "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-01/tasks-786d2dde21", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-02", - "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-03", + "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-03/tasks-8869084d04", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-04", "leaderboard/runs/article_suite/article-suite-v2-daytona-20260714-gpt56/gpt-5.6-sol/trial-05" ] diff --git a/website/index.html b/website/index.html index 37b2b53..397a43a 100644 --- a/website/index.html +++ b/website/index.html @@ -515,6 +515,7 @@

Final normalized score

Detailed leaderboard artifacts ↗ Scoring methodology ↗ + Timeout fairness audit ↗