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Rethinking World-Action Model for Compositional and In-Context Robotic Manipulation

Hugging Face Daily Papers ↗ · 2026-10-01 Cached

The paper proposes ViGAR, a hierarchical world-action model for long-horizon compositional robotic manipulation that factorizes tasks into a visual subgoal planner and a subgoal executor, achieving 82.00% and 67.02% success on the RoboTwin Clean2Random benchmark and outperforming the strongest baseline by 12.86 percentage points.

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