OOD Detection on North American Birds Coarse-grained OOD
99TNR@95EnergyOE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EnergyOEAuxiliary Outlier Data=true2026.06 | 99 | 99.5 | |
| OE-MAuxiliary Outlier Data=true2026.06 | 98.4 | 99.5 | |
| OEAuxiliary Outlier Data=true2026.06 | 98 | 99.5 | |
| DFDNet (MixOE-cut)Auxiliary Outlier Data=true2026.06 | 95.1 | 99 | |
| MixOE-cutAuxiliary Outlier Data=true2026.06 | 91.9 | 98.4 | |
| MixOE-lineAuxiliary Outlier Data=true2026.06 | 86.3 | 97.1 | |
| VIMAuxiliary Outlier Data=false2026.06 | 84.8 | 97.5 | |
| ScaleAuxiliary Outlier Data=false2026.06 | 83.6 | 96.9 | |
| DFDNet (MSP)Auxiliary Outlier Data=false2026.06 | 81.4 | 96.4 | |
| ODINAuxiliary Outlier Data=false2026.06 | 77.5 | 95.1 | |
| EnergyAuxiliary Outlier Data=false2026.06 | 77.1 | 95.1 | |
| MSPAuxiliary Outlier Data=false2026.06 | 68.7 | 93.4 | |
| RotationAuxiliary Outlier Data=false2026.06 | 66.9 | 93.2 | |
| PRO-MSPAuxiliary Outlier Data=false2026.06 | 66.7 | 92.7 |