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Target-Checked Reliability Score Refinement for Video Question Answering

Ren, Guoxiang et al.
arXiv (OAI Expanded) · Papers
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computer-vision-and-pattern-recognition
Video-language models can answer multiple-choice questions with high confidence yet be wrong. We study whether answer-level reliability scores can be improved under target shift without retraining the models or changing their answers. We collect option-probability lists from three fixed video-langua
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