| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| VBench++ | Temporal Flickering98.91 | 18 | 1mo ago | ||
| FrescoArchive (test) | FrescoDiffusion | Motion Score91 | 8 | 1mo ago | |
| ActWM-Bench | Kling2.1+SPIRAL | Aesthetic Quality55 | 8 | 1mo ago | |
| PAI-Bench VBench (test) | DDRL | Delta Vote (%)0 | 8 | 1mo ago | |
| PAI-Bench VideoAlign (test) | DDRL | ∆-Vote (%)0 | 8 | 1mo ago | |
| SeedVideoBench 2.0 (overall) | Seedance 2.0 | Motion Quality3.35 | 6 | 3d ago | |
| VBench I2V | DemoFusion | Average VBench Score0.879 | 6 | 1mo ago | |
| FrescoArchive | R-FrescoDiffusion | Average VBench Score0.907 | 6 | 1mo ago | |
| I2V Immunization Evaluation Set | Immune2V | TA86.7 | 4 | 5d ago | |
| SVD | AsyncDiff | Latency (s)68 | 4 | 1mo ago | |
| image-prompt pairs 220 | Phased DMD | OF9.84 | 3 | 24d ago | |
| RefVFX | Wan 2.1 | First Frame Similarity0.7911 | 3 | 1mo ago | |
| Trajectory-controlled camera motion (test) | OmniCamera | FVD333.54 | 2 | 11d ago | |
| VBench Cosmos 720p (test) | Cosmos-Predict2 TI2V | I2V Score0.886 | 2 | 1mo ago |
