"adversarial evaluation" Papers

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Pretraining on the Test Set Is No Longer All You Need: A Debate-Driven Approach to QA Benchmarks

Linbo Cao, Jinman Zhao

COLM 2025paperarXiv:2507.17747
3
citations

Unveiling Typographic Deceptions: Insights of the Typographic Vulnerability in Large Vision-Language Models

Hao Cheng, Erjia Xiao, Jindong Gu et al.

ECCV 2024arXiv:2402.19150
15
citations