Video World Modeling on STEVO-Bench
14.5State ProgressReMind
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ReMindModel Type=Camera-Controlled Models2026.05 | 14.5 | 71.5 | 96.4 | 41.6 | 76.9 | 300.9 | |
| WAN 2.2Model Type=Video Models2026.05 | 7.7 | 52 | 58.4 | 46.2 | 76.5 | 240.8 | |
| InSpatio-WorldModel Type=Camera-Controlled Models2026.05 | 4.5 | 79.6 | 99.6 | 0 | 69.7 | 253.4 | |
| HunyuanVideo 1.5Model Type=Video Models2026.05 | 4.1 | 42.1 | 59.1 | 31.2 | 81 | 217.5 | |
| Lingbot WorldModel Type=Camera-Controlled Models2026.05 | 3.4 | 40.7 | 76.3 | 35.6 | 67.8 | 223.8 | |
| Genie 3Model Type=Camera-Controlled Models2026.05 | 2.9 | 15.2 | 27.3 | 84.7 | 78.6 | 208.7 | |
| CogVideoXModel Type=Video Models2026.05 | 1.4 | 68.5 | 67.1 | 22.2 | 75.5 | 234.7 | |
| Gen-3CModel Type=Camera-Controlled Models2026.05 | 0 | 30.6 | 82.4 | 90.6 | 57.6 | 261.2 | |
| HY-WorldPlayModel Type=Camera-Controlled Models2026.05 | 0 | 72.2 | 88.2 | 55.4 | 64.9 | 280.7 |