ResearchBenchmarksOOD Detection on BIMCV-COVID19+ (ID) vs CT-SCAN & X-Ray-Bone (OOD) OpenOOD setup (test)Follow100Average AUROCTANL80.874485.839790.80595.7703Oct 26, 2024Jan 20, 2025Apr 16, 2025Jul 11, 2025Oct 5, 2025Dec 30, 2025Mar 26, 2026Evaluation ResultsMethodMethodLinksAverage AUROCAUROC (CT-SCAN OOD)FPR95 (CT-SCAN OOD)AUROC (X-Ray-Bone OOD)FPR95 (X-Ray-Bone OOD)Average FPR95TANL2026.03100————0AdaNeg2026.0399.99————11NegLabel2026.0399.68————56AdaNegBackbone=ViT-B/16 CLIP...Backbone=ViT-B/16 CLIP, Memory Length (L)=102024.1096.7493.4810099.991150.06NegLabelBackbone=ViT-B/16 CLIPBackbone=ViT-B/16 CLIP2024.1081.6163.5310099.685650.28