HandsOn splits evaluation: Core-50 execution vs Transfer-16 zero-demo transfer

stingning · x · 2026-10-27

HandsOn separates demonstrated-task execution from transfer: Core-50 provides demonstrations for policy learning and evaluates execution across 50 tasks; Transfer-16 contains no target-task training demos, with 16 tasks covering 7 asset/relation tasks, 6 skill compositions, and 3 deformable-object tasks. Every task was verified by human operators. Evaluation uses task-specific completion checks (release, stability, or dwell requirements where applicable), and ordered progress is reported so partial completion can be examined separately from full success.

Related event: HandsOn Benchmark Released and Open-Sourced for Generalist Dexterous Manipulation(5 posts)→

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