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Physics-aware Video Generation on PhyGenBench
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0.61
Mechanics PD
Kling
0.6028
0.6514
0.7
0.7486
Mar 10, 2026
Mechanics PD
Mechanics PO
Optics PD
Optics PO
Thermal PD
Thermal PO
Material PD
Material PO
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mechanics PD
Mechanics PO
Optics PD
Optics PO
Thermal PD
Thermal PO
Material PD
Material PO
Kling
2026.03
0.61
0.45
0.75
0.55
0.61
0.37
0.62
0.34
Wan
2026.03
0.61
0.4
0.76
0.56
0.5
0.27
0.58
0.25
DiffPhy
2026.03
0.73
0.53
0.83
0.66
0.7
0.58
0.73
0.43
Ours
Backbone=CogVideoX-5B,...
2026.03
0.79
0.79
0.84
0.85
0.78
0.69
0.75
0.58
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