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ResearchFormerly WizWand

Out-of-Distribution Detection on CIFAR-100 Near-OOD (test)

70.76DS F1 ScoreSURE+
65.799267.087168.37569.6629Mar 4, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SURE+Training strategy=RegPixMix (SURE+), Post-hoc score=ReAct, Backbone=ResNet-182026.0370.76169.02
SURE+Training strategy=RegPixMix (SURE+), Post-hoc score=MSP, Backbone=ResNet-182026.0370.67173.45
SURE+Training strategy=RegPixMix (SURE+), Post-hoc score=SIRC, Backbone=ResNet-182026.0370.67170.28
RegMixupTraining strategy=RegMixup, Post-hoc score=MSP, Backbone=ResNet-182026.0368.77184.32
SURETraining strategy=SURE, Post-hoc score=MSP, Backbone=ResNet-182026.0368.07199.05
MixupTraining strategy=Mixup, Post-hoc score=MSP, Backbone=ResNet-182026.0367.86199.15
BasicTraining strategy=Basic, Post-hoc score=MSP, Backbone=ResNet-182026.0367.42202.38
PixMixTraining strategy=PixMix, Post-hoc score=MSP, Backbone=ResNet-182026.0366.65210.44
AugMixTraining strategy=AugMix, Post-hoc score=MSP, Backbone=ResNet-182026.0366.4212.08
CutMixTraining strategy=CutMix, Post-hoc score=MSP, Backbone=ResNet-182026.0365.99257.72