Chaos in the Text: Revealing the Modality Preference in Mixed-Modality Retrievers
Mixed-modality retrievers favor text over images; Trident reduces that bias.
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Stories tagged #modality-bias
Tri-PvP: Exposing Modality Bias in Omni-Modal Large Language Models through Perceptual-Propositional Evidence Conflicts
Tri-PvP is a new benchmark revealing robust modality bias in omni-modal LLMs, with vision favoring perceptual signals and audio favoring propositional ones.