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Cross-embodiment Skill Generalization on SIMPLER Google Robot (Cross-embodiment evaluation)
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56.3
Spoon Put on Towel Success Rate
VideoVLA
-2.252
12.949
28.15
43.351
Dec 7, 2025
Spoon Put on Towel Success Rate
Carrot Put on Plate Success Rate
Stack Green Block on Yellow Block Success Rate
Take Out of Apple Success Rate
Flip Cup Success Rate
Pour Coke Can Success Rate
Slide to {L,R,U,B} Success Rate
Average Success Rate
Updated 4d ago
Evaluation Results
Method
Method
Links
Spoon Put on Towel Success Rate
Carrot Put on Plate Success Rate
Stack Green Block on Yellow Block Success Rate
Take Out of Apple Success Rate
Flip Cup Success Rate
Pour Coke Can Success Rate
Slide to {L,R,U,B} Success Rate
Average Success Rate
VideoVLA
training_data=OXE dataset
2025.12
56.3
58.3
20
93.8
20
52
40
48.6
CogACT
training_data=OXE dataset
2025.12
20.8
41.7
5
43.8
4
20
8
20.4
π0
training_data=OXE dataset
2025.12
18.8
18.8
0
66.7
8
12
4
18.3
SpatialVLA
training_data=OXE dataset
2025.12
6.3
31.3
0
31.3
20
40
4
18.9
OpenVLA
training_data=OXE dataset
2025.12
0
12.5
0
26.7
0
4
0
6.2
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