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Preprint Sep 2026

MG-Thinker: Bi-Axial Self-Reflection for Multi-Image Reasoning Grounding

Reinforcement learning (RL) has recently delivered substantial gains in multimodal reasoning, opening a promising route for fine-grained visual perception. Yet for multi-image reasoning grounding (MRG), reasoning over real-world multi-image contexts toward pixel-precise localization, existing RL-based approaches overlo...

Heyuan Huang, Chi Chen, Zong-Hao Guo et al. · 0 citations

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