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arxiv_cs_lg ยท Nov 3, 2026 ยท paper

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Perturb, Repair, Verify: Self-Play Vision-Language Verifiers for Compositional Understanding

arxiv.orgNov 3, 2026
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Vision-language verifiers judge whether an image faithfully matches a textual description, yet existing training pipelines typically rely on static supervision from stronger external judges or curated hard-negative da...

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