Noisy Label Detection on IMBD (F1 Thresholds)
0.18F1 Score (5% Noise)KNN-Shapley
Evaluation results
| Method | Links | ||
|---|---|---|---|
| KNN-Shapley2023.06 | 0.18 | 0.29 | |
| DU-Shapley2023.06 | 0.18 | 0.32 | |
| DataShapley2023.06 | 0.17 | 0.28 | |
| LOO2023.06 | 0.11 | 0.18 | |
| Random2023.06 | 0.1 | 0.16 |
| Method | Links | ||
|---|---|---|---|
| KNN-Shapley2023.06 | 0.18 | 0.29 | |
| DU-Shapley2023.06 | 0.18 | 0.32 | |
| DataShapley2023.06 | 0.17 | 0.28 | |
| LOO2023.06 | 0.11 | 0.18 | |
| Random2023.06 | 0.1 | 0.16 |