most citedTeaching RL Agents to Act Better: VLM as Action Advisor for Online Reinforcement Learning

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cs.CV2025

VisChainBench: A Benchmark for Multi-Turn, Multi-Image Visual Reasoning Beyond Language Priors

Wenbo Lyu, Yingjun Du, Jinglin Zhao +2

Understanding multi-image, multi-turn scenarios is a critical yet underexplored capability for Large Vision-Language Models (LVLMs). Existing benchmarks predominantly focus on stat…