Kuniaki Saito

Even state-of-the-art vision-language models falter on GAVEL, revealing a significant gap in their ability to align text and images accurately.

Hallucination detectors often mistake the beginning of a caption for truth, regardless of its actual accuracy, revealing a critical blind spot in VLM evaluation.