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Physical Law Evaluation on PhyGenBench
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62.5
Mechanics Accuracy
PILA
36.5
43.25
50
56.75
Jun 3, 2026
Mechanics Accuracy
Optics Accuracy
Thermal Accuracy
Material Accuracy
Average Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mechanics Accuracy
Optics Accuracy
Thermal Accuracy
Material Accuracy
Average Accuracy
PILA
size=14B, variant=†
2026.06
62.5
84
58.9
61.7
68.3
PILA
size=1.3B
2026.06
57.5
71.3
57.8
55.8
61.5
Wan 2.1
size=1.3B
2026.06
48.3
64
32.2
34.2
46.7
CogVideoX
size=5B
2026.06
48.3
67.3
43.3
42.5
51.9
Wan 2.2
size=14B
2026.06
45.8
75.3
44.4
41.7
53.8
WISA
size=14B
2026.06
45.8
70
35.6
37.5
49.4
VideoREPA
size=2B
2026.06
43.3
62.7
43.3
41.7
49
Hunyuan
size=80G
2026.06
37.5
42
21.1
32.5
34.6
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