Mislabel Detection on 2dplanes
0.943AUROCKNN
Evaluation results
| Method | Links | |
|---|---|---|
| KNNN=10,000, d=102026.05 | 0.943 | |
| LSH-ShapleyN=10,000, d=102026.05 | 0.938 | |
| G-ShapleyN=10,000, d=102026.05 | 0.668 | |
| DSN=10,000, d=102026.05 | 0.515 | |
| DBN=10,000, d=102026.05 | 0.491 | |
| sv-softvariant=soft2026.05 | 0.27 | |
| beta-mcvariant=mc2026.05 | 0.26 | |
| sv2026.05 | 0.24 | |
| sv-uwvariant=uw2026.05 | 0.24 | |
| sv-mcvariant=mc2026.05 | 0.23 | |
| inf2026.05 | 0.23 | |
| bv-mcvariant=mc2026.05 | 0.22 | |
| bv-fastvariant=fast2026.05 | 0.21 | |
| bv-uwvariant=uw2026.05 | 0.21 | |
| loo2026.05 | 0.11 | |
| rand2026.05 | 0.07 | |
| lava2026.05 | 0 |