VideoPhy
Benchmarks
TaskDatasetSOTA resultTrendResults
VideoPhy
72SA (%)
50
VideoPhy-2 (test)
0.484Spearman Correlation (ρ)
48
VideoPhy 1.0 (test)
96.93CVX Score
42
VideoPhy
40.1PC Score
41
VideoPhy
94.28CVX AUC
28
VideoPhy2 HARD
71.7PC Score
28
VideoPhy-2
28.86SA Score
22
VideoPhy2 (test)
66.4PC
21
VideoPhy Hard 2
86.1PC Score
20
VideoPhy
41Average PC
16
VideoPhy2 (ALL)
72.54PC Score
16
VideoPhy
89.61Accuracy
14
VideoPhy v1 (test)
73Overall SA
13
VideoPhy Fluid-Fluid
55.4SA and PC Score
11
VideoPhy Solid-Fluid
60SA and PC Score
11
VideoPhy Solid-Solid
40.6SA and PC Score
11
VideoPhy Overall
49.3SA and PC Score
11
VideoPhy 2
48.4SA Score
11
VideoPhy2 held-out (val)
41.8SA (%)
11
VideoPhy Curated Dataset
0.727GPT PhysR
9
VideoPhy2
28.2SA Score
9
VideoPhy-2
0.76Spearman PC
9
VideoPhy 2 (test)
74.3Joint Score
8
VideoPhy 2 (Full set)
84.4PC Score
8
VideoPhy 2
0.386Accuracy
8