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Open-vocabulary long-horizon manipulation on RoboVoLo real-robot

45.2Success RateVoLoAgent (No VLA)
13.06421.40729.7538.093Jun 5, 2026

Evaluation results

MethodLinks
VoLoAgent (No VLA)System=VoLoAgent (No VLA)2026.0645.231.2
VoLoAgent (full)System=VoLoAgent (full)2026.0642.929.1
VoLoAgent (Only VLA)System=VoLoAgent (Only VLA)2026.0640.527
π0.5System=π0.52026.0614.36.7