Mislabel Detection on pol
0.97AUROCKNN
Evaluation results
| Method | Links | |
|---|---|---|
| KNNN=10,000, d=482026.05 | 0.97 | |
| LSH-ShapleyN=10,000, d=482026.05 | 0.957 | |
| G-ShapleyN=10,000, d=482026.05 | 0.636 | |
| DSN=10,000, d=482026.05 | 0.547 | |
| DBN=10,000, d=482026.05 | 0.491 | |
| sv-softvariant=soft2026.05 | 0.31 | |
| inf2026.05 | 0.14 | |
| beta-mcvariant=mc2026.05 | 0.07 | |
| rand2026.05 | 0.07 | |
| bv-mcvariant=mc2026.05 | 0.06 | |
| bv-uwvariant=uw2026.05 | 0.06 | |
| bv-fastvariant=fast2026.05 | 0.05 | |
| sv2026.05 | 0.05 | |
| sv-mcvariant=mc2026.05 | 0.05 | |
| sv-uwvariant=uw2026.05 | 0.05 | |
| lava2026.05 | 0.05 | |
| loo2026.05 | 0.03 |