Point-level mislabeled data detection on fried
0.76AUCPRData-OOB
Evaluation Results
| Method | Links | |
|---|---|---|
| Data-OOBValuation Type=Data Valuation2024.08 | 0.76 | |
| 2D-OOB-dataValuation Type=Joint Valuation (Marginalized)2024.08 | 0.73 | |
| KNNShapleyValuation Type=Data Valuation2024.08 | 0.4 | |
| DataShapleyValuation Type=Data Valuation2024.08 | 0.35 | |
| 2D-KNN-dataValuation Type=Joint Valuation (Marginalized)2024.08 | 0.34 | |
| DataBanzhafValuation Type=Data Valuation2024.08 | 0.22 | |
| LAVAValuation Type=Data Valuation2024.08 | 0.11 |