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LG AI Research, D point tracks have been actively used in robot learning [62, 64, 68], but they provide limited geometric information. With the emergence of strong
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VLA models struggle with physical reasoning, but Pri4R's simple trick of predicting 3D point tracks during training boosts performance by up to 40% on manipulation tasks, without adding any inference overhead.
