Beyond Classification Accuracy: Neural-MedBench and the Need for Deeper Reasoning Benchmarks

Miao Jing, Mengting Jia, Junling Lin +4

Recent advances in vision-language models (VLMs) have achieved remarkable performance on standard medical benchmarks, yet their true clinical reasoning ability remains unclear. Exi…