ResearchBenchmarksOut-of-Distribution Detection on SVHN (AUC, AP, FPR)Follow90.68AUCPEFT‡78.158481.409284.6687.9108Sep 12, 2025Evaluation ResultsMethodMethodLinksAUCAP (in)AP (out)FPRPEFT‡Pre-trained model=Open...Pre-trained model=OpenCLIP2025.0990.6881.895.9841PEFT†Pre-trained model=CLIPPre-trained model=CLIP2025.0986.6273.8794.2647.29OE2025.0981.8273.2589.180.98OCL2025.0978.6469.2186.2686.38