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ResearchFormerly WizWand

Point-level mislabeled data detection on MiniBooNE

0.78AUCPRData-OOB
0.1040.27950.4550.6305Aug 7, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Data-OOBValuation Type=Data Valuation2024.080.78
2D-OOB-dataValuation Type=Joint Valuation (Marginalized)2024.080.78
KNNShapleyValuation Type=Data Valuation2024.080.41
DataShapleyValuation Type=Data Valuation2024.080.41
2D-KNN-dataValuation Type=Joint Valuation (Marginalized)2024.080.36
DataBanzhafValuation Type=Data Valuation2024.080.23
LAVAValuation Type=Data Valuation2024.080.13