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TRAPSBench: Vision-Language Models Encode but Fail to Express Epistemic Restraint
arXiv cs.LG — Machine Learning
Factual evidence
What the source reports
TRAPSBench benchmark reveals Vision-Language Models internally detect visual ambiguity requiring abstention but fail to express it in outputs.
Open source