Textual prompts override visual cues in a medical MLLM, reducing accuracy from 75% to 46% on a hemorrhage versus drusen task even when visual grounding is present.
Kanukollu and Syed S
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When Prompts Mislead: Textual Dominance and Diagnostic Bias in MLLMs
Textual prompts override visual cues in a medical MLLM, reducing accuracy from 75% to 46% on a hemorrhage versus drusen task even when visual grounding is present.