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Benchmarks
Robot Manipulation on Franka Real-world Manipulation Dataset
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66
Wipe Whiteboard Success Rate
Lift3D-VLA
52.48
55.99
59.5
63.01
Jul 7, 2026
Wipe Whiteboard Success Rate
Place Dish on Rack Success Rate
Place Egg on Bread Success Rate
Pick and Place Banana Success Rate
Pour Water into Cup Success Rate
Stack Cola Cans Success Rate
Scoop Popcorn Success Rate
Open Pot Pick Corn Success Rate
Mean Success Rate (SR)
Updated 17d ago
Evaluation Results
Method
Method
Links
Wipe Whiteboard Success Rate
Place Dish on Rack Success Rate
Place Egg on Bread Success Rate
Pick and Place Banana Success Rate
Pour Water into Cup Success Rate
Stack Cola Cans Success Rate
Scoop Popcorn Success Rate
Open Pot Pick Corn Success Rate
Mean Success Rate (SR)
Lift3D-VLA
Training=Full fine-tun...
2026.07
66
66
66
87
93
66
47
73
71
SpatialVLA
Training=Full fine-tun...
2026.07
60
33
20
40
87
33
27
40
43
π0.5
Training=Full fine-tun...
2026.07
60
60
47
87
87
66
53
60
65
CoT-VLA
Training=Full fine-tun...
2026.07
53
66
33
53
47
33
33
53
46
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