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ResearchFormerly WizWand

Mislabel Detection on CIFAR-100 50% symmetric noise (test)

0.9838AUROCW_alpha
0.4806480.6112740.74190.872526Sep 25, 2025
Updated 7mo ago

Evaluation results

MethodLinks
W_alphaEpoch=32025.090.98380.981
W_alphaEpoch=102025.090.97820.9755
W_betaEpoch=102025.090.97680.3085
W_betaEpoch=32025.090.97190.3086
AUMEpoch=32025.090.9680.9649
AUMEpoch=102025.090.96350.961
CNLCU-SEpoch=32025.090.94380.3119
Data-IQEpoch=32025.090.93630.929
W_deltaEpoch=102025.090.92580.3164
EL2NEpoch=32025.090.9180.3161
WEpoch=102025.090.90690.3268
CNLCU-SEpoch=102025.090.90260.3181
W_deltaEpoch=32025.090.84340.3454
Data-IQEpoch=102025.090.83480.9746
EL2NEpoch=102025.090.75670.3604
WEpoch=32025.090.71030.4985
GraNdEpoch=102025.090.70340.4054
DataMapsEpoch=102025.090.69890.832
GraNdEpoch=32025.090.64020.482
ForgettingEpoch=102025.090.57820.574
DataMapsEpoch=32025.090.50.5
ForgettingEpoch=32025.090.50.5