| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| iPER (test) | Ours | FVD132.9 | 11 | 4d ago | |
| Natural Oscillatory Motions (test) | Generative Image Dynamics | FVD47.1 | 8 | 4d ago | |
| Cholec80 (test) | SG2VID | FVD457.3 | 7 | 4d ago | |
| CATARACTS (test) | SG2VID | FVD523.8 | 7 | 4d ago | |
| Cataract-1k (test) | SG2VID | FVD77 | 7 | 4d ago | |
| MotiCon (test) | PMC | PSNR19.355 | 5 | 3d ago | |
| Landscape | Ours | LPIPS0.23 | 5 | 4d ago | |
| Pexels-large (≥ 40) | MotionCtrl | FVD188.89 | 3 | 4d ago | |
| Pexels med. (<40) | FloVD | FVD183.14 | 3 | 4d ago | |
| Pexels small (<20) | FloVD | FVD220.65 | 3 | 4d ago | |
| Pexels random | FloVD | FVD91.55 | 3 | 4d ago | |
| RDS | Video LDM | FVD356 | 3 | 4d ago | |
| DTDB Clouds class (test) | DG | LPIPS0.17 | 3 | 4d ago | |
| DTDB Waterfall class (test) | DG | LPIPS0.22 | 3 | 4d ago | |
| DTDB Vegetation class (test) | DG | LPIPS0.13 | 3 | 4d ago | |
| DTDB Fire class (test) | DG | LPIPS0.18 | 3 | 4d ago | |
| SCAND | NWM | FVD401.699 | 2 | 4d ago | |
| TartanDrive | NWM | FVD494.247 | 2 | 4d ago | |
| HuRON | NWM | FVD276.932 | 2 | 4d ago | |
| RECON | NWM | FVD200.969 | 2 | 4d ago | |
| Mountain Biking | Video LDM vs. LVG | Pref A54.2 | 1 | 4d ago |
