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Robot Manipulation on LIBERO (Success Rate (%))

99.2Success RateBeing-H0.7
94.20895.50496.898.096Jun 16, 2026

Evaluation results

MethodLinks
Being-H0.72026.0699.2
QWEN-ROBOTMANIP-Contextcontext=enabled2026.0699.2
QWEN-ROBOTMANIPtraining=pretrained VLM backbone2026.0699.1
Abot-M02026.0698.6
QWEN-ROBOTMANIP-scratchtraining=from scratch2026.0698.2
StarVLA2026.0698
π0.52026.0697.6
π02026.0694.4