AutoV: Loss-Oriented Ranking for Visual Prompt Retrieval in LVLMs

Open paper

Benchmark	Model	Rank	Results
multimodal-reasoning-on-mmmu	AutoV + Qwen2.5-VL (7B)	–	Accuracy: 52.0