AnswerMap: Faithful Spatial Interpretability of VLMs from Answer Posteriors
AnswerMap is introduced, a training-free, task-agnostic, black-box visual rationale constructed from the output head that offers a new lens on VLM interpretability and, through its read-outs, a new output interface for visual tasks beyond text tokens.
Mohamed Eltahir, Fardows Adam, Duaa M. Tahir et al.
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