Physical Video Evaluation on Physics-IQ
63.4ScoreCosmos3-Super
Evaluation Results
| Method | Links | |
|---|---|---|
| Cosmos3-SuperMode=V2V + WMReward (BoN)2026.06 | 63.4 | |
| Magi-1Mode=V2V + WMReward (BoN), Source=Open-sourced2026.06 | 62.6 | |
| Cosmos3-SuperMode=V2V2026.06 | 59.7 | |
| Cosmos3-NanoMode=V2V + WMReward (BoN)2026.06 | 57.7 | |
| Magi-1Mode=V2V, Source=Open-sourced2026.06 | 56 | |
| Cosmos3-NanoMode=V2V2026.06 | 50.2 | |
| ProprioRefinement Strategy=Search (BoN8) + refinement, Search=BoN8, Scoring Method=S_motion2026.05 | 37.5 | |
| ProprioRefinement Strategy=Search (BoN4) + refinement, Search=BoN4, Scoring Method=S_motion2026.05 | 37.4 | |
| ProprioRefinement Strategy=Search (BoN8) + refinement, Search=BoN8, Scoring Method=S_hybrid2026.05 | 37.3 | |
| ProprioRefinement Strategy=Search (BoN4) + refinement, Search=BoN4, Scoring Method=S_hybrid2026.05 | 37.1 | |
| ProprioRefinement Strategy=Search (BoN4) + refinement, Search=BoN4, Scoring Method=S_global2026.05 | 36.7 | |
| ProprioRefinement Strategy=Refinement only, Scoring Method=S_motion2026.05 | 35.8 | |
| WMRewardRefinement Strategy=Search (BoN8) + refinement, Guidance=True, Search=BoN82026.05 | 35.5 | |
| Video-GPTMode=V2V, Source=Open-sourced2026.06 | 35 | |
| ProprioRefinement Strategy=Refinement only, Scoring Method=S_hybrid2026.05 | 34.9 | |
| WMRewardRefinement Strategy=Search (BoN4) + refinement, Guidance=True, Search=BoN42026.05 | 34.7 | |
| ProprioRefinement Strategy=Refinement only, Scoring Method=S_global2026.05 | 34.6 | |
| WMRewardRefinement Strategy=Refinement only, Guidance=True2026.05 | 32.4 | |
| Turbo Wan2.22026.05 | 32.2 | |
| VideoPoetMode=V2V, Source=Closed-sourced2026.06 | 29.5 |