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ENTITY Towards Reliable VLM Judges: State-Conditional Invariance and Presentation-Aware Diagnostics

Towards Reliable VLM Judges: State-Conditional Invariance and Presentation-Aware Diagnostics

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    LLM evaluation methods are unstable, researchers find · 1 source tracked

    Recent research indicates that the methods used to evaluate large language models (LLMs) are themselves unstable and prone to drift. Studies show that human judgment standards increase over time, leading to a rising "bo…