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ResearchFormerly WizWand

OOD Detection on CIFAR-10 LT (p=50, SC-OOD) (test)

94.98AUCDODA
92.140892.877993.61594.3521Oct 28, 2024
Updated 8mo ago

Evaluation results

MethodLinks
DODATraining=DNE, Test=DODA, Backbone=ResNet342024.1094.9894.3394.5226.61
DODATraining=COCL, Test=DODA, Backbone=ResNet342024.1094.2793.5793.8228.78
AdaODDTraining=COCL, Test=AdaODD, Backbone=ResNet342024.1093.993.1993.4629.31
AdaODDTraining=DNE, Test=AdaODD, Backbone=ResNet342024.1093.8493.0493.6129.53
DODATraining=EnergyOE, Test=DODA, Backbone=ResNet342024.1093.8192.6893.2729.65
AUTOTraining=DNE, Test=AUTO, Backbone=ResNet342024.1093.7792.8393.3629.99
AUTOTraining=COCL, Test=AUTO, Backbone=ResNet342024.1093.7393.0493.2629.6
COCLTraining=COCL, Test=w/o TTA, Backbone=ResNet342024.1093.5292.9392.8330.74
DNETraining=DNE, Test=w/o TTA, Backbone=ResNet342024.1093.2892.6492.9531.18
AdaODDTraining=EnergyOE, Test=AdaODD, Backbone=ResNet342024.1093.1692.192.931.87
AUTOTraining=EnergyOE, Test=AUTO, Backbone=ResNet342024.1092.9891.9392.632.03
EnergyOETraining=EnergyOE, Test=w/o TTA, Backbone=ResNet342024.1092.2591.3792.3132.44