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ResearchFormerly WizWand

Point-level mislabeled data detection on fried

0.76AUCPRData-OOB
0.0840.25950.4350.6105Aug 7, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Data-OOBValuation Type=Data Valuation2024.080.76
2D-OOB-dataValuation Type=Joint Valuation (Marginalized)2024.080.73
KNNShapleyValuation Type=Data Valuation2024.080.4
DataShapleyValuation Type=Data Valuation2024.080.35
2D-KNN-dataValuation Type=Joint Valuation (Marginalized)2024.080.34
DataBanzhafValuation Type=Data Valuation2024.080.22
LAVAValuation Type=Data Valuation2024.080.11