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ResearchFormerly WizWand

Point-level mislabeled data detection on nomao

0.88AUCPR2D-OOB-data
0.11040.31020.510.7098Aug 7, 2024
Updated 8mo ago

Evaluation results

MethodLinks
2D-OOB-dataValuation Type=Joint Valuation (Marginalized)2024.080.88
Data-OOBValuation Type=Data Valuation2024.080.87
KNNShapleyValuation Type=Data Valuation2024.080.61
DataShapleyValuation Type=Data Valuation2024.080.58
DataBanzhafValuation Type=Data Valuation2024.080.33
2D-KNN-dataValuation Type=Joint Valuation (Marginalized)2024.080.33
LAVAValuation Type=Data Valuation2024.080.14