| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| VBench | PISCES | Quality Score86.73 | 168 | 5d ago | |
| T2V-CompBench | VQQA (Gemini-3-Pro) | Consistency Attribute Score84.58 | 92 | 19d ago | |
| MSR-VTT (test) | VideoPoet | CLIP Similarity0.3123 | 85 | 3mo ago | |
| UCF-101 | Make-A-Video | FVD81 | 61 | 3mo ago | |
| UCF-101 zero-shot | Snap Video | FVD200.2 | 59 | 2mo ago | |
| VideoPhy | VideoREPA | PC Score40.1 | 41 | 1mo ago | |
| VBench (test) | Wan2.1 | Total Score84.26 | 37 | 9d ago | |
| EvalCrafter | LaVie-RAPO++ | Text-Video Alignment75.62 | 34 | 15d ago | |
| HunyuanVideo | LPIPS0 | 30 | 1mo ago | ||
| VideoPhy2 HARD | Proprio (Shybrid) | PC Score71.7 | 28 | 6d ago | |
| MSR-VTT | Dysen-VDM | CLIPSIM0.3204 | 28 | 3mo ago | |
| Wan 1.3B 2.1 | QuantSparse | CLIPSIM0.193 | 27 | 3mo ago | |
| VBench | Spectrum | Latency (s)82.9 | 26 | 3mo ago | |
| MSR-VTT zero-shot | ReCo | FVD212 | 26 | 1mo ago | |
| VBench T2V | Lumos-Nexus | Overall Score84.12 | 25 | 2d ago | |
| UCF-101 (test) | Goku-2B | FVD217.24 | 25 | 3mo ago | |
| HunyuanVideo (test) | Fresco | Quality Score83.6 | 23 | 13d ago | |
| StoryEval-Bench 1.0 (test) | Wan2.2-A14B + TS-Attn | Human Score60.4 | 22 | 21d ago | |
| VBench augmented prompts | AnyFlow-FAR-Wan2.1-14B | Quality Score86.12 | 21 | 20d ago | |
| EvalCrafter (test) | CLIPSIM0.191 | 21 | 2mo ago | ||
| VBench | Imaging Quality (IQ)62.3 | 21 | 2mo ago | ||
| VBench | Aesthetic Quality58.56 | 21 | 3mo ago | ||
| VBench HunyuanVideo (test) | VBench Score (%)81.4 | 21 | 3mo ago | ||
| EvalCrafter Official (Four splits (Count, Color, Action, Others)) | VIDEOREPAIR | T2V Alignment (Count)51.27 | 20 | 1mo ago | |
| VideoPhy2 (Standard) | Proprio (Sglobal) | SA Score67.6 | 18 | 6d ago |
