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cs.CV2026
Why Far Looks Up: Probing Spatial Representation in Vision-Language Models
Cheolhong Min, Jaeyun Jung, Daeun Lee +5
Vision-language models (VLMs) achieve strong performance on spatial reasoning benchmarks, yet it remains unclear whether this reflects structured 3D understanding or reliance on st…
cs.CV2026
VisionCoach: Reinforcing Grounded Video Reasoning via Visual-Perception Prompting
Daeun Lee, Shoubin Yu, Yue Zhang +1
Video reasoning requires models to locate and track question-relevant evidence across frames. While reinforcement learning (RL) with verifiable rewards improves accuracy, it still…