🌟A collection of papers, datasets, code, and pre-trained weights for video/dynamic Scene-Graph-Generation (SGG).
🔥🔥🔥 Last Updated on 2024.05.01 🔥🔥🔥
- 2024.05.06: Create project.
| Abbreviation | Title | Publication | Paper | Code & Weights | Datasets & GPUs |
|---|---|---|---|---|---|
| STTran | Spatial-Temporal Transformer for Dynamic Scene Graph Generation | 2021-ICCV | STTran | link | AG 1x2080Ti |
| TRACE | Target Adaptive Context Aggregation for Video Scene Graph Generation | 2021-ICCV | TRACE | link | AG and VidVRD 1x2080Ti |
| APT | Dynamic_Scene_Graph_Generation_via_Anticipatory_Pre-Training | 2022-CVPR | APT | None | AG |
| STTran/BiLSTM-TPI | Dynamic Scene Graph Generation via Temporal Prior Inference | 2022-ACM MM | STTran | None | AG |
| TEMPURA | Unbiased Scene Graph Generation in Videos | 2023-CVPR | TEMPURA | link | AG |
| DSG-DETR | Exploiting Long-Term Dependencies for Generating Dynamic Scene Graphs | 2023-WACV | DSG-DETR | link | AG 1xTesla V100S |
| VsCG+CI | Prior Knowledge-driven Dynamic Scene Graph Generation with Causal Inference | 2023-ACM MM | VsCG+CI | None | AG |
| PVSG | Panoptic Video Scene Graph Generation | 2023-CVPR | PVSG | link | PVSG 8(train)/1(test) V-100 |
| STKET | Spatial–Temporal Knowledge-Embedded Transformer for Video Scene Graph Generation | 2023-TIP | STKET | link | PVSG 8(train)/1(test) V-100 |
| HAtt-Flow | HAtt-Flow: Hierarchical Attention-Flow Mechanism for Group Activity Scene Graph Generation in Videos | 2023-arXiv | HAtt-Flow | None | GASG and 4xQuadro RTX 6000 |
| TD2-Net | Panoptic Video Scene Graph Generation | 2024-AAAI | TD2-Net | None | AG |
| MSTT | Video dynamic scene graph generation model based on multi-scale spatial-temporal Transformer | 2024-JCR | MSTT | link | AG |
| HIG | HIG: Hierarchical Interlacement Graph Approach to Scene Graph Generation in Video Understanding | 2024-CVPR | HIG | link | ASPIRe PSG and 8×A6000 |
| Title | Publication | Paper | Attribute |
|---|---|---|---|
| A Comprehensive Survey of Scene Graphs: Generation and Application | 2021-TPAMI | Paper | |
| Scene Graph Generation: A comprehensive survey | 2024-IJON | Paper |
| Abbreviation | Title | Publication | Paper | Link |
|---|---|---|---|---|
| AG | Action Genome: Actions as Compositions of Spatio-temporal Scene Graphs | 2020-CVPR | AG | link |
| VidVRD | Interventional Video Relation Detection | 2021-ACM MM | VidVRD | link |
| GASG | HAtt-Flow: Hierarchical Attention-Flow Mechanism for Group Activity Scene Graph Generation in Videos | 2023-arXiv | GASG | None |
| ASPIRe | HIG: Hierarchical Interlacement Graph Approach to Scene Graph Generation in Video Understanding | 2024-CVPR | ASPIRe | link |