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20242026
most citedSycophancy in Vision-Language Models: A Systematic Analysis and an Inference-Time Mitigation Framework

2 citations · 2 across the 3 of their papers we have counts for

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Showing 2025 · cs.CVShow all

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cs.CV2025

Object-Level Verbalized Confidence Calibration in Vision-Language Models via Semantic Perturbation

Yunpu Zhao, Rui Zhang, Junbin Xiao +5

Vision-language models (VLMs) excel in various multimodal tasks but frequently suffer from poor calibration, resulting in misalignment between their verbalized confidence and respo…