MedHorizon: Towards Long-context Medical Video Understanding in the Wild
MedHorizon is a new benchmark testing if multimodal models can understand long medical videos by finding very sparse evidence across full procedures. The test showed current models struggle, achieving only 41.1% accuracy, proving that robust full-procedure understanding remains a major challenge for AI.