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20242026
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cs.CL2026

On Asymmetric Optimization of Reasoning and Perception in Vision-Language Model Post-Training

Xueqing Wu, Yu-Chi Lin, Kai-Wei Chang +1

Post-training has greatly improved reasoning in frontier vision-language models, yet its gains for perception remain comparatively limited, creating a bottleneck for end-to-end vis…