AI Models Trust Text Over Images 98% Of Time, Even When Wrong
Vision-language models prioritize text over images 98% of time, even when wrong. GPT-4V shows "blind faith" in textual descriptions, impacting model confidence.
This is a Plain English Papers summary of a research paper called Study Reveals AI Models Trust Text Over Images 98% of Time, Even When Wrong. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview Vision-language models (VLMs) often prioritize text over visual information Models show "blind faith" in textual descriptions even when contradicting images GPT-4V shows 98% text influence on decisions when text and images conflict Textual certainty and agreement with prior text impacts model confidence Major VLMs (GPT-4V, Claude, Gemini) evalua...