What MLLMs Learn about When they Learn about Multimodal Reasoning

arXiv:2510.01719 · cs.CL · Submitted 2025-10-02 · Read on arXiv

cs.CL

Submitted: 2025-10-02

Updated: 2026-10-23

Terminology

• Accuracy — 3× in this paper · explained in 1 episode
• Multimodal Reasoning — 3× in this paper · explained in 5 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Grounding — 1× in this paper · explained in 3 episodes
• MLLMs — 1× in this paper · explained in 2 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Robustness — 1× in this paper · explained in 6 episodes

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