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<!DOCTYPE html>
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<meta name="description" content="DramaBench: A comprehensive six-dimensional evaluation framework for drama script continuation. Evaluate LLMs across format standards, narrative efficiency, character consistency, emotional depth, logic consistency, and conflict handling.">
<meta name="keywords" content="drama script, screenplay evaluation, LLM benchmark, script continuation, narrative AI, creative writing AI, NLP benchmark, drama generation, script writing, AI evaluation">
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<meta name="citation_title" content="DramaBench: A Six-Dimensional Evaluation Framework for Drama Script Continuation">
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<h1>DramaBench</h1>
<p>A Six-Dimensional Evaluation Framework for Drama Script Continuation</p>
<div class="hero-stats">
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<span class="hero-stat-value">1,103</span>
<span class="hero-stat-label">Unique Scripts</span>
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<span class="hero-stat-value">8,824</span>
<span class="hero-stat-label">Evaluations</span>
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<span class="hero-stat-value">8</span>
<span class="hero-stat-label">SOTA Models</span>
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<span class="hero-stat-value">6</span>
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<a href="web/demo.html" class="btn btn-primary">✨ Try Interactive Demo</a>
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<!-- About Section -->
<section>
<div class="container">
<h2 class="section-title">What is DramaBench?</h2>
<p class="section-subtitle">
DramaBench is the first large-scale benchmark for evaluating drama script continuation
across six independent dimensions. Our hybrid evaluation system combines rule-based
analysis with LLM-based labeling to provide objective, reproducible assessments.
</p>
<div class="grid grid-3 mt-5">
<div class="card">
<div class="feature-icon">🎯</div>
<div class="card-title">Six Dimensions</div>
<div class="card-content">
Comprehensive evaluation across Format Standards, Narrative Efficiency,
Character Consistency, Emotional Depth, Logic Consistency, and Conflict Handling.
</div>
</div>
<div class="card">
<div class="feature-icon">🔬</div>
<div class="card-title">Rigorous Validation</div>
<div class="card-content">
252 statistical significance tests (65.9% significant), human validation on 188 scripts,
and comprehensive ablation studies confirming dimension independence.
</div>
</div>
<div class="card">
<div class="feature-icon">📊</div>
<div class="card-title">Large-Scale Analysis</div>
<div class="card-content">
8,824 total evaluations across 8 state-of-the-art language models,
with detailed error taxonomy and model-specific profiles.
</div>
</div>
</div>
</div>
</section>
<!-- Six Dimensions Section -->
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<h2 class="section-title">Six Evaluation Dimensions</h2>
<p class="section-subtitle">
Each dimension captures distinct quality aspects with independent metrics
</p>
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<div class="card dimension-card">
<div class="badge badge-blue mb-2">RULE-BASED</div>
<div class="card-title">Format Standards</div>
<div class="card-content">
<p><strong>Metrics:</strong> Format Error Rate, Novelization Index, Dialogue-Action Ratio</p>
<p class="mt-2">100% reproducible screenplay format validation using Fountain syntax standards.</p>
</div>
</div>
<div class="card dimension-card">
<div class="badge badge-green mb-2">LLM-LABELED</div>
<div class="card-title">Narrative Efficiency</div>
<div class="card-content">
<p><strong>Metrics:</strong> Effective Narrative Rate (ENR), Beats Per Page</p>
<p class="mt-2">Event-level annotation: Driver/Static/Redundant beats classification.</p>
</div>
</div>
<div class="card dimension-card">
<div class="badge badge-green mb-2">LLM-LABELED</div>
<div class="card-title">Character Consistency</div>
<div class="card-content">
<p><strong>Metrics:</strong> Out-of-Character Rate, Voice Distinctiveness</p>
<p class="mt-2">Dialogue-level annotation with character persona profiles.</p>
</div>
</div>
<div class="card dimension-card">
<div class="badge badge-green mb-2">LLM-LABELED</div>
<div class="card-title">Emotional Depth</div>
<div class="card-content">
<p><strong>Metrics:</strong> Arc Score, Complexity Ratio</p>
<p class="mt-2">Scene-level emotional tracking with valence and arousal dimensions.</p>
</div>
</div>
<div class="card dimension-card">
<div class="badge badge-green mb-2">LLM-LABELED</div>
<div class="card-title">Logic Consistency</div>
<div class="card-content">
<p><strong>Metrics:</strong> Logic Break Rate, Context Coherence</p>
<p class="mt-2">Fact-level atomic verification ensuring narrative coherence.</p>
</div>
</div>
<div class="card dimension-card">
<div class="badge badge-green mb-2">LLM-LABELED</div>
<div class="card-title">Conflict Handling</div>
<div class="card-content">
<p><strong>Metrics:</strong> Conflict Score, Drop Rate</p>
<p class="mt-2">Global-level conflict classification: Escalation/Resolution/Maintained/Dropped.</p>
</div>
</div>
</div>
</div>
</section>
<!-- Models Section -->
<section>
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<h2 class="section-title">Evaluated Models</h2>
<p class="section-subtitle">
8 state-of-the-art language models from leading AI research labs
</p>
<div class="grid grid-4 mt-5">
<div class="card">
<div class="card-title" style="font-size: var(--font-size-lg);">GPT-5.2</div>
<div class="card-subtitle">OpenAI</div>
<div class="badge badge-blue">Rank #1</div>
</div>
<div class="card">
<div class="card-title" style="font-size: var(--font-size-lg);">Gemini 3 Pro</div>
<div class="card-subtitle">Google DeepMind</div>
<div class="badge badge-green">Rank #2</div>
</div>
<div class="card">
<div class="card-title" style="font-size: var(--font-size-lg);">Qwen3-Max</div>
<div class="card-subtitle">Alibaba Cloud</div>
<div class="badge badge-orange">Rank #3</div>
</div>
<div class="card">
<div class="card-title" style="font-size: var(--font-size-lg);">Claude Opus 4.5</div>
<div class="card-subtitle">Anthropic</div>
<div class="badge badge-gray">Rank #4</div>
</div>
<div class="card">
<div class="card-title" style="font-size: var(--font-size-lg);">DeepSeek V3.2</div>
<div class="card-subtitle">DeepSeek</div>
<div class="badge badge-gray">Rank #5</div>
</div>
<div class="card">
<div class="card-title" style="font-size: var(--font-size-lg);">MiniMax M2</div>
<div class="card-subtitle">MiniMax</div>
<div class="badge badge-gray">Rank #6</div>
</div>
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<div class="card-title" style="font-size: var(--font-size-lg);">Kimi K2 Thinking</div>
<div class="card-subtitle">Moonshot AI</div>
<div class="badge badge-gray">Rank #7</div>
</div>
<div class="card">
<div class="card-title" style="font-size: var(--font-size-lg);">GLM-4.6</div>
<div class="card-subtitle">Zhipu AI</div>
<div class="badge badge-gray">Rank #8</div>
</div>
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</div>
</section>
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<div class="card-title">Statistical Significance</div>
<div class="card-content">
<p><strong>166/252 comparisons significant</strong></p>
<p class="mt-2">65.9% of pairwise comparisons show statistically significant differences
with FDR correction (p < 0.05).</p>
</div>
</div>
<div class="card">
<div class="card-title">Dimension Independence</div>
<div class="card-content">
<p><strong>Mean |r| = 0.020</strong></p>
<p class="mt-2">Extremely low correlation between dimensions confirms each captures
distinct quality aspects.</p>
</div>
</div>
<div class="card">
<div class="card-title">Human-LLM Agreement</div>
<div class="card-content">
<p><strong>Strong agreement on 3/5 dimensions</strong></p>
<p class="mt-2">Logic (r=0.48***), Emotional Depth (κ=0.53), Conflict (κ=0.42)
show substantial alignment.</p>
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If you use DramaBench in your research, please cite our paper:
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<pre id="bibtex-citation" style="background-color: rgba(0, 0, 0, 0.3); border: 1px solid rgba(255, 255, 255, 0.2); border-radius: var(--border-radius-lg); padding: var(--spacing-md); color: #f8f8f2; font-family: 'Courier New', Courier, monospace; font-size: 14px; line-height: 1.6; overflow-x: auto; white-space: pre;">@misc{ma2025dramabenchsixdimensionalevaluationframework,
title={DramaBench: A Six-Dimensional Evaluation Framework for Drama Script Continuation},
author={Shijian Ma and Yunqi Huang and Yan Lin},
year={2025},
eprint={2512.19012},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2512.19012}
}</pre>
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