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Hyuk Kwon, Jaebyeong Jeon, Hyeonseo Jang, Kibok Lee

Public reference bibliography and cataloged PDF materials authored or published by Hyuk Kwon, Jaebyeong Jeon, Hyeonseo Jang, Kibok Lee.

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Good Rankings, Poor Choices? Rethinking Language-Only Vision-Language Model Selection

Year: 2026 • Source: arxiv.org • Listed PDF

Language-Only Vision-Language Model Selection (LOVM) aims to identify the Vision-Language Model (VLM) with the highest zero-shot accuracy on a target task using only textual information. We revisit the existing LOVM eval...