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International Center for Quantum Materials, Peking University, Beijing 100871, China, ly25@fosu.edu.cn
Tsinghua AI1
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By iteratively reasoning over video snippets with a Chain-of-Thought, $\text{R}^2$VLM achieves state-of-the-art long-horizon task progress estimation without needing to process entire videos at once.