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Task Planning on Packing Image (train)

1Success RateOracle
-0.040.230.50.77Dec 19, 2025

Evaluation results

MethodLinks
Oracle2025.121
UniPred (Ours)Learning time (seconds)=3657.42025.121
UniPred(Qwen)Learning time (seconds)=4608.22025.121
UniPred(Gemini)Learning time (seconds)=39372025.121
Random2025.120.124
IVNTR2025.120
GNNLearning time (seconds)=12862025.120
TransformerLearning time (seconds)=1364.82025.120