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ResearchFormerly WizWand

Label Noise Identification on EMNIST (train)

0.997AUCJoint
0.361560.526530.69150.85647Oct 26, 2022
Updated 8mo ago

Evaluation results

MethodLinks
JointScoring Metric=Combined learning and forgetting ranks2022.100.997
acciScoring Metric=First-Split Cumulative Accuracy2022.100.99
accfScoring Metric=Second-Split Cumulative Accuracy2022.100.989
fsltScoring Metric=First-Split Learning Time2022.100.987
ssftScoring Metric=Second-Split Forgetting Time2022.100.987
confiScoring Metric=Confidence2022.100.984
nfScoring Metric=Number of Forgetting Events2022.100.386