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Long-horizon robot task execution on Chemical Task Suite

0.8714Task ProgressHuman + π sub mem
0.1508570.3379290.5250.712071Jul 6, 2026

Evaluation results

MethodLinks
Human + π sub memParadigm=Agentic2026.070.871475
CortexParadigm=Agentic2026.070.785765
πmemParadigm=End-to-end2026.070.29290
π0.5Paradigm=End-to-end2026.070.17860