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Reward Prediction on ManiSkill image-based 2-task Color Swapped (OOD)

70.7Pick Success RateReCouPLe-EC
14.5429.1243.758.28Mar 5, 2026

Evaluation results

MethodLinks
ReCouPLe-ECTask Setting=Multi-Task with Reasons, Lambda ratio=0.42026.0370.798.7
ReCouPLe-ICTask Setting=Multi-Task with Reasons, Lambda ratio=0.42026.0343.392.7
RFPTask Setting=Multi-Task with Reasons2026.032981.3
BTTask Setting=Single Task2026.0316.761
BT-MultiTask Setting=Multi-Task2026.0316.767.3