OOD Detection on Butterfly Coarse-grained OOD
98.4TNR95Scale
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ScaleAuxiliary Outlier Data=false2026.06 | 98.4 | 99.2 | |
| VIMAuxiliary Outlier Data=false2026.06 | 98 | 99 | |
| EnergyOEAuxiliary Outlier Data=true2026.06 | 97.7 | 98.5 | |
| DFDNet (MixOE-cut)Auxiliary Outlier Data=true2026.06 | 95.9 | 98.9 | |
| ODINAuxiliary Outlier Data=false2026.06 | 95.5 | 95.6 | |
| EnergyAuxiliary Outlier Data=false2026.06 | 95.4 | 95.5 | |
| MixOE-lineAuxiliary Outlier Data=true2026.06 | 94.9 | 94.9 | |
| MixOE-cutAuxiliary Outlier Data=true2026.06 | 93.9 | 98.7 | |
| OEAuxiliary Outlier Data=true2026.06 | 93.4 | 98.5 | |
| DFDNet (MSP)Auxiliary Outlier Data=false2026.06 | 92.2 | 98.3 | |
| OE-MAuxiliary Outlier Data=true2026.06 | 92.1 | 98.5 | |
| PRO-MSPAuxiliary Outlier Data=false2026.06 | 91.7 | 98 | |
| MSPAuxiliary Outlier Data=false2026.06 | 88.5 | 94.7 | |
| RotationAuxiliary Outlier Data=false2026.06 | 87.6 | 94 |