OOD Detection on CIFAR-10 (ID) vs CIFAR-100 hard OOD (test)
25.45FPR@95DAL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DALData usage protocol=ID data and auxiliary OOD data2023.11 | 25.45 | 94.34 | |
| OEData usage protocol=ID data and auxiliary OOD data2023.11 | 29.4 | 94.2 | |
| DOEData usage protocol=ID data and auxiliary OOD data2023.11 | 29.75 | 94.24 | |
| POEMData usage protocol=ID data and auxiliary OOD data2023.11 | 35.11 | 91.8 | |
| KNN+Data usage protocol=ID data only2023.11 | 40 | 89.11 | |
| CSIData usage protocol=ID data only2023.11 | 45.64 | 87.64 | |
| Free EnergyData usage protocol=ID data only2023.11 | 50.47 | 87.08 | |
| ASHData usage protocol=ID data only2023.11 | 54.31 | 83.71 |