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ResearchFormerly WizWand

Out-of-Distribution Detection on CIFAR10-LT p = 50 (test)

95.14AUCDODA
93.413693.861894.3194.7582Oct 28, 2024
Updated 8mo ago

Evaluation results

MethodLinks
DODATraining=DNE, Test=DODA2024.1095.1494.5394.6624.43
DODATraining=COCL, Test=DODA2024.1094.8294.1394.2126.02
AdaODDTraining=DNE, Test=AdaODD2024.1094.7593.7894.2225.64
AUTOTraining=COCL, Test=AUTO2024.1094.6293.9193.5226.49
DODATraining=EnergyOE, Test=DODA2024.1094.693.4693.9128.42
AUTOTraining=DNE, Test=AUTO2024.1094.5993.6893.9826.5
AdaODDTraining=COCL, Test=AdaODD2024.1094.4193.8493.3526.67
COCLTest=w/o TTA2024.1094.393.8593.3126.98
AdaODDTraining=EnergyOE, Test=AdaODD2024.1094.1492.9293.629.01
AUTOTraining=EnergyOE, Test=AUTO2024.1093.8592.8493.3429.1
DNETest=w/o TTA2024.1093.8593.4393.6227.47
EnergyOETest=w/o TTA2024.1093.4892.6893.0529.74