AINeutralarXiv – CS AI · 10h ago7/10
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SAGE: An Expert-Annotated South Asian GI Endoscopy Dataset for Multimodal Learning and Hallucination Analysis
Researchers introduce SAGE, a South Asian GI endoscopy dataset with 1,300 expert-annotated images designed to address geographic bias in medical AI models. Benchmarking reveals existing AI models suffer significant performance degradation on South Asian data, with task-specific classifiers dropping 58% in accuracy and multimodal models showing substantial accuracy losses in clinical detection tasks.