Open-Set Recognition on ImageNet-hard
0.263KRRMSP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MSPThreshold=natural/default2026.05 | 0.263 | 0.763 | — | — | |
| EGUR-AThreshold=calibrated operating point2026.05 | 0.238 | 0.336 | — | — | |
| EnergyThreshold=natural/default2026.05 | 0.164 | 0.577 | — | — | |
| NNGuideThreshold=natural/default2026.05 | 0.139 | 0.604 | — | — | |
| ViMThreshold=natural/default2026.05 | 0.13 | 0.525 | — | — | |
| CADRefThreshold=natural/default2026.05 | 0.1 | 0.668 | — | — | |
| NCI-OODThreshold=natural/default2026.05 | 0.055 | 0.98 | — | — | |
| Prototype distanceWorkpoint=default, Confidence Source=prototype-derived candidate confidence2026.05 | 0.053 | 0.331 | 76.2 | 0.289 | |
| kNN distanceWorkpoint=default, Confidence Source=prototype-derived candidate confidence2026.05 | 0.05 | 0.464 | 75.9 | 0.425 |