Point-level mislabeled data detection on MiniBooNE
0.78AUCPRData-OOB
Evaluation Results
| Method | Links | |
|---|---|---|
| Data-OOBValuation Type=Data Valuation2024.08 | 0.78 | |
| 2D-OOB-dataValuation Type=Joint Valuation (Marginalized)2024.08 | 0.78 | |
| KNNShapleyValuation Type=Data Valuation2024.08 | 0.41 | |
| DataShapleyValuation Type=Data Valuation2024.08 | 0.41 | |
| 2D-KNN-dataValuation Type=Joint Valuation (Marginalized)2024.08 | 0.36 | |
| DataBanzhafValuation Type=Data Valuation2024.08 | 0.23 | |
| LAVAValuation Type=Data Valuation2024.08 | 0.13 |