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Fruit-to-Plate manipulation on XArm7 Real-world

81.3Pick Success RateHiMoE-VLA
29.342.856.369.8Dec 5, 2025

Evaluation results

MethodLinks
HiMoE-VLAparameters=4B, experts=32, top-k=42025.1281.375
π02025.1268.862.5
CogACT2025.1265.659.4
OpenVLA2025.1237.525
Octo-Basevariant=Base2025.1231.318.8