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Robot Manipulation on 8 held-out robot manipulation tasks (test)

3,750Success RateGR-MG
-150862.51,8752,887.5Aug 26, 2024Nov 22, 2024Feb 18, 2025May 17, 2025Aug 13, 2025Nov 9, 2025Feb 6, 2026

Evaluation results

MethodLinks
GR-MGFew-shot setting=30-shot2024.083,750——
GR-MG w/o part. ann. dataFew-shot setting=30-shot2024.082,750——
GR-1Few-shot setting=30-shot2024.082,250——
GR-MGFew-shot setting=10-shot2024.081,750——
GR-MG w/o part. ann. dataFew-shot setting=10-shot2024.081,000——
OpenVLAFew-shot setting=30-shot2024.08250——
GR-1Few-shot setting=10-shot2024.08250——
ThinkProprio2026.0291.392.590
FLOWER2026.0287.588.886.2
OpenVLAFew-shot setting=10-shot2024.080——
OctoFew-shot setting=10-shot2024.080——
OctoFew-shot setting=30-shot2024.080——