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Robot Manipulation on UMI Gripper Unseen

91.7Pick and Place Success RateCloak-VLA-Overlap
39.753.266.780.2Jun 22, 2026

Evaluation results

MethodLinks
Cloak-VLA-OverlapZero-shot=true2026.0691.7755041.764.6
Cloak-VLA (ours)Zero-shot=true2026.0691.783.341.758.368.8
π0.5-droid + TP retargetingZero-shot=true, TP retargeting=true2026.0683.35016.7037.5
Cloak-VLA-NoAugZero-shot=true2026.0666.783.3505062.5
LAP-VLAZero-shot=true2026.0641.733.3252531.2