A verifiable RL proxy task that asks VLMs to locate a single injected hallucination in a 200-word caption improves visual perception and transfers to math and abstract reasoning benchmarks.
Vqa: Visual question answering
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ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs
A verifiable RL proxy task that asks VLMs to locate a single injected hallucination in a 200-word caption improves visual perception and transfers to math and abstract reasoning benchmarks.