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Benchmarks
Robotic Manipulation on Real-world Piper-arm tasks (Task Success Rates)
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0.9
Open Microwave Success Rate
A2A-Explicit
0.692
0.746
0.8
0.854
Jun 2, 2026
Open Microwave Success Rate
Stack Cubes Success Rate
Place Cup on Mat Success Rate
Place Phone Success Rate
Real-world Average Success Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Open Microwave Success Rate
Stack Cubes Success Rate
Place Cup on Mat Success Rate
Place Phone Success Rate
Real-world Average Success Rate
A2A-Explicit
Visual conditioning=A2...
2026.06
0.9
0.8
0.7
0.2
0.65
DP-RGB
Visual conditioning=ra...
2026.06
0.8
0.6
0.6
0.2
0.55
A2A-Implicit
Visual conditioning=in...
2026.06
0.8
0.6
0.5
0.2
0.525
UAD-DP
Visual conditioning=fi...
2026.06
0.7
0.4
0.4
0.1
0.4
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