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Water Pouring on Real-world robotic tasks Pour task

95Success Rate (Red)Ask-to-Clarify
-3.821.8547.573.15Sep 18, 2025

Evaluation results

MethodLinks
Ask-to-ClarifyInstruction Type=Ambiguous instructions2025.099510010098.3
π0Instruction Type=Correct instructions2025.0990959593.3
π0-FASTInstruction Type=Correct instructions2025.090000
OpenVLA-OFTInstruction Type=Correct instructions2025.090000