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Benchmarks
Robot Manipulation on Meta-World-5 25-demonstration budget v1 (test)
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90
Bin Picking Success Rate
Sparse2Act
13.04
33.02
53
72.98
Jun 10, 2026
Bin Picking Success Rate
Pick Out of Hole Success Rate
Push Success Rate
Soccer Success Rate
Stick Pull Success Rate
Average Success Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Bin Picking Success Rate
Pick Out of Hole Success Rate
Push Success Rate
Soccer Success Rate
Stick Pull Success Rate
Average Success Rate
Sparse2Act
Pre-training=Meta-World
2026.06
90
75
95
72
96
85.6
Sparse2Act
Pre-training=LIBERO
2026.06
63
71
91
54
88
73.4
AFRO
2026.06
20
32
78
36
78
48.8
DP3
2026.06
18
24
74
38
58
42.4
FVP
2026.06
16
26
42
34
24
28.4
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