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ResearchFormerly WizWand

Physical Video Evaluation on Physics-IQ

63.4ScoreCosmos3-Super
28.14437.29746.4555.603May 27, 2026May 28, 2026May 29, 2026May 30, 2026May 31, 2026Jun 1, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Cosmos3-SuperMode=V2V + WMReward (BoN)2026.0663.4
Magi-1Mode=V2V + WMReward (BoN), Source=Open-sourced2026.0662.6
Cosmos3-SuperMode=V2V2026.0659.7
Cosmos3-NanoMode=V2V + WMReward (BoN)2026.0657.7
Magi-1Mode=V2V, Source=Open-sourced2026.0656
Cosmos3-NanoMode=V2V2026.0650.2
ProprioRefinement Strategy=Search (BoN8) + refinement, Search=BoN8, Scoring Method=S_motion2026.0537.5
ProprioRefinement Strategy=Search (BoN4) + refinement, Search=BoN4, Scoring Method=S_motion2026.0537.4
ProprioRefinement Strategy=Search (BoN8) + refinement, Search=BoN8, Scoring Method=S_hybrid2026.0537.3
ProprioRefinement Strategy=Search (BoN4) + refinement, Search=BoN4, Scoring Method=S_hybrid2026.0537.1
ProprioRefinement Strategy=Search (BoN4) + refinement, Search=BoN4, Scoring Method=S_global2026.0536.7
ProprioRefinement Strategy=Refinement only, Scoring Method=S_motion2026.0535.8
WMRewardRefinement Strategy=Search (BoN8) + refinement, Guidance=True, Search=BoN82026.0535.5
Video-GPTMode=V2V, Source=Open-sourced2026.0635
ProprioRefinement Strategy=Refinement only, Scoring Method=S_hybrid2026.0534.9
WMRewardRefinement Strategy=Search (BoN4) + refinement, Guidance=True, Search=BoN42026.0534.7
ProprioRefinement Strategy=Refinement only, Scoring Method=S_global2026.0534.6
WMRewardRefinement Strategy=Refinement only, Guidance=True2026.0532.4
Turbo Wan2.22026.0532.2
VideoPoetMode=V2V, Source=Closed-sourced2026.0629.5