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Benchmarks
Dexterous Manipulation on Adroit (10 demos)
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100
Hammer Success Rate
2D ManiFlow
52.16
64.58
77
89.42
Jul 4, 2026
Hammer Success Rate
Door Success Rate
Pen Success Rate
Average Success Rate
Updated 18d ago
Evaluation Results
Method
Method
Links
Hammer Success Rate
Door Success Rate
Pen Success Rate
Average Success Rate
2D ManiFlow
Obs.=Img, NFE=10
2026.07
100
67
56
74.3
RCAF
Obs.=Img, NFE=1
2026.07
100
68
59
75.6
3D Diffusion Policy
Obs.=PC, NFE=10
2026.07
100
76.7
56.7
77.8
3D Flow Matching*
Obs.=PC, NFE=10
2026.07
100
77.7
53.5
77.1
3D ManiFlow
Obs.=PC, NFE=10
2026.07
100
80.3
55.5
78.6
RCAF
Obs.=PC, NFE=1
2026.07
100
85
81.7
88.9
Flow Matching Policy
Obs.=Img, NFE=10
2026.07
55.7
40
21.2
39
Diffusion Policy
Obs.=Img, NFE=10
2026.07
54
41.8
18.5
38.1
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