| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| UCF-101 128-frame (test) | MeBT | FVD968 | 13 | 3d ago | |
| VBench Long (official prompts) | PaFu-KV | Subject Consistency93.91 | 7 | 3d ago | |
| Sky Time-lapse 128-frame (test) | GLOBER | FVD125.5 | 7 | 3d ago | |
| VBench general long video generation | Framepack | Img Quality69.72 | 6 | 3d ago | |
| VBench | CogVideoX-2B | Subject Consistency95.91 | 5 | 3d ago | |
| MovieGen 128 prompts 60s (test) | Reward Forcing | VBench Total Score81.41 | 5 | 3d ago | |
| VBench-Long 60 seconds 1.0 | LongLive | Throughput (FPS)18.16 | 5 | 3d ago | |
| VBench-Long 30 seconds 1.0 | LongLive | Throughput (FPS)18.16 | 5 | 3d ago | |
| Single-prompt 30-second video generation (test) | MEMFLOW | Total Score84.51 | 5 | 3d ago | |
| VBench-Long 100 customized narrative scripts 60s 1.0 (test) | MEMFLOW | Quality Score85.02 | 5 | 3d ago | |
| User Study | Reward Forcing | Temporal Consistency3.6028 | 4 | 3d ago | |
| FlintstonesHD 1024 frames (test) | NUWA-XL | Avg-FID32.07 | 4 | 3d ago | |
| FlintstonesHD 256 frames (test) | NUWA-XL | Avg FID32.05 | 4 | 3d ago | |
| FlintstonesHD 16 frames (test) | NUWA-XL | Avg-FID32.66 | 4 | 3d ago | |
| Progressive Compositional Prompts | VideoTetris | VBLIP-VQA0.4839 | 3 | 3d ago |
