| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| VBench | PISCES | Quality Score86.73 | 155 | 3d ago | |
| MSR-VTT (test) | VideoPoet | CLIP Similarity0.3123 | 85 | 1mo ago | |
| T2V-CompBench | VQQA (Gemini-3-Pro) | Consistency Attribute Score84.58 | 63 | 11d ago | |
| UCF-101 | Make-A-Video | FVD81 | 61 | 1mo ago | |
| UCF-101 zero-shot | Snap Video | FVD200.2 | 59 | 22d ago | |
| VideoPhy | VideoREPA | PC Score40.1 | 41 | 8d ago | |
| VBench (test) | PTQ4DiT | Motion Smoothness99.3 | 28 | 24d ago | |
| MSR-VTT | Dysen-VDM | CLIPSIM0.3204 | 28 | 1mo ago | |
| Wan 1.3B 2.1 | QuantSparse | CLIPSIM0.193 | 27 | 1mo ago | |
| VBench | Spectrum | Latency (s)82.9 | 26 | 1mo ago | |
| MSR-VTT zero-shot | ReCo | FVD212 | 26 | 9d ago | |
| UCF-101 (test) | Goku-2B | FVD217.24 | 25 | 1mo ago | |
| HunyuanVideo | LPIPS0 | 22 | 1mo ago | ||
| EvalCrafter (test) | CLIPSIM0.191 | 21 | 1mo ago | ||
| VBench | Imaging Quality (IQ)62.3 | 21 | 1mo ago | ||
| VBench | Aesthetic Quality58.56 | 21 | 1mo ago | ||
| VBench HunyuanVideo (test) | VBench Score (%)81.4 | 21 | 1mo ago | ||
| CountBench | Wan2.1-14B + NUMINA | Counting Accuracy0.591 | 16 | 8d ago | |
| Human Evaluation 50 participants, 400 ratings (test) | NEGATE | Mean Score4.84 | 16 | 1mo ago | |
| VideoPhy2 (ALL) | VideoREPA | PC Score72.54 | 16 | 8d ago | |
| PhyGenBench 1.0 (test) | CogVideoX-5B | PC0.42 | 16 | 1mo ago | |
| VBench official evaluation prompts | RadialAttention | Semantic Score76.69 | 15 | 1mo ago | |
| VBench Wan 480p | Wan2.1 T2V + rCM | Total Score85.05 | 15 | 19d ago | |
| VBench 2024 (test) | T2V-Turbo | Total Score81.01 | 15 | 1mo ago | |
| VBench 2.0 | Wan2.1 | Overall Score64.16 | 14 | 8d ago |
