| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Covertype | TMC-Shapley | AUC0.766 | 20 | 22d ago | |
| CIFAR-100N natural label noise (train) | DEFT | F1-score90.58 | 19 | 2d ago | |
| Phoneme | LSH-Shapley | AUC0.883 | 18 | 28d ago | |
| Click | CS-SHAPLEY | AUC0.855 | 18 | 28d ago | |
| CPU | LSH-Shapley | AUC0.86 | 13 | 28d ago | |
| IMDB embedding | HCDV | NLD35 | 12 | 3mo ago | |
| bbc-embedding | NLD Score0.11 | 12 | 3mo ago | ||
| CIFAR10 embedding | NLD11 | 12 | 3mo ago | ||
| CIFAR10 | KNN | AUC0.95 | 11 | 28d ago | |
| MNIST 2 | CS-SHAPLEY | AUC0.837 | 8 | 3mo ago | |
| FMNIST | CS-SHAPLEY | AUC57 | 8 | 3mo ago | |
| Diabetes | CS-SHAPLEY | AUC0.441 | 8 | 3mo ago | |
| IMBD | KNN-Shapley | F1 Score (5% Noise)0.18 | 5 | 3mo ago | |
| BBC | KNN-Shapley | F1 (5%)19 | 5 | 3mo ago | |
| CIFAR 10 | KNN-Shapley | F1 Score (5% Noise)14 | 5 | 3mo ago |
