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Aggregate manipulation performance (All tasks) on XArm7 Real-world

75Overall Avg Success RateHiMoE-VLA
17.07232.11147.1562.189Dec 5, 2025

Evaluation results

MethodLinks
HiMoE-VLAparameters=4B, experts=32, top-k=42025.1275
π02025.1262.5
CogACT2025.1261.5
OpenVLA2025.1221.2
Octo-Basevariant=Base2025.1219.3