Fundus-R1: Training a Fundus-Reading MLLM on Public Data

arXiv:2604.08322 · cs.CV · Submitted 2026-04-09 · Read on arXiv

cs.CV

Submitted: 2026-04-09

Updated: 2026-10-19

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Trace — 4× in this paper · explained in 2 episodes
• RLVR — 2× in this paper · explained in 2 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Consistency — 1× in this paper · explained in 3 episodes
• MLLMs — 1× in this paper · explained in 2 episodes
• RAG — 1× in this paper · explained in 3 episodes
• Reasoning Traces — 1× in this paper · explained in 4 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Self-consistency — 1× in this paper · explained in 2 episodes
• Verifiable Rewards — 1× in this paper · explained in 2 episodes

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