Real-world Robot Manipulation
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Real-world robot manipulation Static (OOD)
92Success Rate
14
Real-world Robot Manipulation Average
56Success Rate
10
Real-world Robot Manipulation Novel Object
86.7Success Rate
9
Real-world robot manipulation Static (OOD)
90Success Rate
7
Real-world robot manipulation Static (OOD)
88Success Rate
7
Real-world robot manipulation Static (OOD)
90Success Rate
7
Real-world robot manipulation Static (OOD)
92Success Rate
7
Real-world robot manipulation unseen tasks
66.7Average Success Rate
7
Real-world robot manipulation Static (ID)
76Success Rate
6
Real-world Robot Manipulation 1.0 (test)
100Success Rate
6
Real-world Robot Manipulation 1.0 (test)
75Success Rate
6
Real-world Robot Manipulation 1.0 (test)
0.85Success Rate
6
Real-world Robot Manipulation 1.0 (test)
20Success Rate
6
Real-world Robot Manipulation 1.0 (test)
20Success Rate
6
Real-world robot manipulation
75Success Rate
6
Real-world robot manipulation unseen tasks
70Hippo Performance
5
Real-world Robot Manipulation Seen Objects, Unseen Instructions
38.3Success Rate
5
Real-world Robot Manipulation Seen Objects, Unseen Combinations
59.1Success Rate
5
Real-world Robot Manipulation Total
79.2Success Rate
5
Real-world Robot Manipulation RW-1, RW-2, RW-3 Mercury B1 Robot (trials)
83.3FWT Score
4
Real-world Robot Manipulation (test)
36Success Rate
4
Real-world Robot Manipulation (test)
68Success Rate
4
Real-world Robot Manipulation (test)
84Success Rate
4
Real-world Robot Manipulation Generalization v1 (test)
75Success Rate
4
Real-world Robot Manipulation Generalization v1 (test)
80Success Rate
4