| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Text-to-Video evaluation suite | SVOO | Image Quality Score72.92 | 24 | 1mo ago | |
| ShotVerse-Bench | ShotVerse | Motion Type Appropriateness4.447 | 12 | 1mo ago | |
| VBench 2.0 (test) | Factorized T2V (WAN 2.2 14B) | Composition70.8 | 10 | 1mo ago | |
| K-Sort Arena | K-Sort Arena | Rank2 | 10 | 1mo ago | |
| ActWM-Bench | Wan2.1+SPIRAL | Aesthetic Quality0.568 | 8 | 1mo ago | |
| PAI-Bench VBench (test) | DDRL | Delta Vote (%)0 | 8 | 1mo ago | |
| PAI-Bench VideoAlign (test) | DDRL | Delta Vote (%)0 | 8 | 1mo ago | |
| Text-to-Video 720p 81 frames | FastSTAR | PSNR28.3 | 5 | 1mo ago | |
| 1,024 prompts (held-out) | MapReduce LoRA | VQ4.81 | 5 | 1mo ago | |
| AnimateDiff | AsyncDiff | Latency (s)11.5 | 5 | 1mo ago | |
| VBench2 | Spatial SwD | Vision Reward0.064 | 4 | 1mo ago | |
| Kinetics | NÜWA | Accuracy77.9 | 4 | 1mo ago | |
| MiraData Pexels | MAGI-1 | Smoothness99.35 | 4 | 1mo ago | |
| Trajectory-controlled camera motion evaluation set (test) | OmniCamera | FVD893.95 | 3 | 11d ago | |
| 220 text prompts | Base model | OF Score10.26 | 3 | 25d ago | |
| VBench Cosmos 720p (test) | Cosmos-Predict2 TI2V + rCM | T2V Score84.4 | 2 | 1mo ago | |
| MotionVid (eval) | HumanDreamer | Sensory Quality0.938 | 2 | 1mo ago | |
| Qualitative Capability Suite | - | - | 0 | 1mo ago |
