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ResearchFormerly WizWand

OOD Detection on CIFAR-10 (ID) vs LSUN-Fix (OOD) hard (test)

1.24FPR@95POEM
-0.30210.106520.51530.9235Nov 3, 2023
Updated 8mo ago

Evaluation results

MethodLinks
POEMData usage protocol=ID data and auxiliary OOD data2023.111.2498.93
DALData usage protocol=ID data and auxiliary OOD data2023.111.3999.47
OEData usage protocol=ID data and auxiliary OOD data2023.111.7599.47
DOEData usage protocol=ID data and auxiliary OOD data2023.111.9798.71
ASHData usage protocol=ID data only2023.11498.2
Free EnergyData usage protocol=ID data only2023.116.4298.85
KNN+Data usage protocol=ID data only2023.1124.8895.75
CSIData usage protocol=ID data only2023.1139.7993.63