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Image Classification on CIFAR100 LT (AUC Ratios)

58.97AUC (Ratio 0.01)DRAUC-Df
49.849252.217154.58556.9529Nov 6, 2023
Updated 8mo ago

Evaluation results

MethodLinks
DRAUC-DfModel=ResNet202023.1158.9763.9568.7874.14
DRAUC-DaModel=ResNet202023.1158.9463.9168.4474.07
DRAUC-DfModel=ResNet322023.1158.3863.968.5174.57
GLOTModel=ResNet322023.1158.3362.5366.370.99
AUCDROModel=ResNet322023.1158.3364.0268.7173.86
DRAUC-DaModel=ResNet322023.1157.9864.3968.774.26
AUCMLossModel=ResNet322023.1157.6263.6767.9973.85
AUCMLossModel=ResNet202023.1157.3864.269.3374.92
DROLTModel=ResNet322023.1157.2763.2267.3773.18
WDROModel=ResNet322023.1157.1963.3268.5573.1
AUCDROModel=ResNet202023.1157.1464.7466.5970.66
GLOTModel=ResNet202023.1157.1362.4365.8871.89
WDROModel=ResNet202023.1156.7964.1268.9176.37
DROLTModel=ResNet202023.1156.4963.7267.7474.82
ADVShiftModel=ResNet202023.1154.7363.7168.7773.43
CEModel=ResNet202023.1154.2262.367.7774.58
CEModel=ResNet322023.1153.0862.0367.1474.43
FocalLossModel=ResNet202023.1152.4664.4669.2475.05
FocalLossModel=ResNet322023.1150.4161.5366.372.2
ADVShiftModel=ResNet322023.1150.261.9765.773.64