Open-Set Recognition on Aircraft
83.7KRRViM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ViMThreshold=natural/default2026.05 | 83.7 | 2.9 | — | — | |
| EGUR-AThreshold=calibrated operating point2026.05 | 69.8 | 7.1 | — | — | |
| Diag. MahalanobisWorkpoint=default, Confidence Source=prototype-derived candidate confidence2026.05 | 65.3 | 13.3 | 30.1 | 14 | |
| MSPThreshold=natural/default2026.05 | 47.5 | 86.9 | — | — | |
| EnergyThreshold=natural/default2026.05 | 22.1 | 98.2 | — | — | |
| NNGuideThreshold=natural/default2026.05 | 19.7 | 98.1 | — | — | |
| CADRefThreshold=natural/default2026.05 | 11.6 | 98.8 | — | — | |
| Prototype distanceWorkpoint=default, Confidence Source=prototype-derived candidate confidence2026.05 | 5.9 | 91.7 | 44.9 | 91.7 | |
| NCI-OODThreshold=natural/default2026.05 | 5.8 | 95.1 | — | — | |
| kNN distanceWorkpoint=default, Confidence Source=prototype-derived candidate confidence2026.05 | 4.5 | 90.3 | 44.1 | 90.5 |