Unsolvable Problem Detection: Evaluating Trustworthiness of Vision Language Models

This paper introduces a novel and significant challenge for Vision Language Models (VLMs), termed Unsolvable Problem Detection (UPD). UPD examines the VLM's ability to withhold answers when faced with unsolvable problems in the context of Visual Question Answering (VQA) tasks. UPD encompasses t...

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Hauptverfasser:	Miyai, Atsuyuki, Yang, Jingkang, Zhang, Jingyang, Ming, Yifei, Yu, Qing, Irie, Go, Li, Yixuan, Li, Hai, Liu, Ziwei, Aizawa, Kiyoharu
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Computation and Language Computer Science - Computer Vision and Pattern Recognition Computer Science - Learning
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