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Robot Manipulation on Mug-on-Plate (MoP)

55Success RateMPAIL2
-2.212.6527.542.35Feb 27, 2026

Evaluation results

MethodLinks
MPAIL2Supervision: Reward=false, Supervision: Actions=false, Components: Plan.=true, Components: Model=true, Components: Off-Policy=true2026.0255
BC (Diffusion)Supervision: Reward=false, Supervision: Actions=true, Components: Plan.=false, Components: Model=false, Components: Off-Policy=false2026.0234
MAIRLSupervision: Reward=false, Supervision: Actions=false, Components: Plan.=false, Components: Model=true, Components: Off-Policy=true2026.023.9
DACSupervision: Reward=false, Supervision: Actions=false, Components: Plan.=false, Components: Model=false, Components: Off-Policy=true2026.020
RLPDSupervision: Reward=true, Supervision: Actions=true, Components: Plan.=false, Components: Model=false, Components: Off-Policy=true2026.020