World Modeling on 1-min world modeling benchmark Simple-Trajectory
4.5R (Trajectory Fidelity)SANA-WM + refiner
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SANA-WM + refinerParam=2.6B+17B, Res=720p, #G=12026.05 | 4.5 | 1.39 | 1.41 | 88.62 | 93.21 | 96.18 | 98.61 | 58.05 | 72.12 | 61.25 | 11.12 | 80.62 | 74.7 | 22 | |
| SANA-WMParam=2.6B, Res=720p, #G=12026.05 | 7.59 | 1.59 | 1.63 | 87.46 | 91.87 | 94.99 | 97.69 | 55.7 | 69.69 | 72.5 | 11.54 | 79.29 | 51.1 | 24.1 | |
| LingBot-WorldParam=14B+14B, Res=480p, #G=82026.05 | 10.47 | 2.01 | 2.05 | 93.77 | 95.46 | 97.13 | 98.34 | 64.06 | 73.18 | 41.25 | 11.78 | 81.82 | 454.1 | 0.6 | |
| Matrix-Game 3.0Param=5B, Res=720p, #G=82026.05 | 12.96 | 1.83 | 1.92 | 81.62 | 90.04 | 94.37 | 97.64 | 52.24 | 66.94 | 97.5 | 13.29 | 78.53 | 106.2 | 3.1 | |
| Infinite-WorldParam=1.3B, Res=480p, #G=12026.05 | 16.55 | 1.98 | 2.08 | 79.48 | 87.79 | 97.35 | 98.78 | 51.99 | 69.34 | 88.75 | 12.28 | 79.18 | 53.5 | 5.9 | |
| HY-WorldPlayParam=8B, Res=480p, #G=82026.05 | 17.89 | 2.36 | 2.45 | 65.95 | 81.97 | 94.63 | 96.01 | 40.28 | 53.05 | 91.25 | 13.83 | 68.82 | 215.5 | 1.1 |