OOD Detection on CIFAR-10 LT (test)
93.55AUROCCOCL + ImOOD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| COCL + ImOODBase model=ResNet18, Framework=ImOOD2024.07 | 93.55 | 92.83 | 28.52 | 81.83 | |
| COCLBase model=ResNet182024.07 | 93.28 | 92.24 | 30.88 | 81.56 | |
| PASCL + ImOODBase model=ResNet18, Framework=ImOOD2024.07 | 92.93 | 92.51 | 28.73 | 78.96 | |
| EATBase model=ResNet182024.07 | 92.87 | 92.4 | 28.83 | 81.31 | |
| BalEnergyBase model=ResNet182024.07 | 92.56 | 91.41 | 32.83 | 81.37 | |
| ClassPriorBase model=ResNet182024.07 | 92.08 | 91.17 | 34.42 | 74.33 | |
| OpenSamplingBase model=ResNet182024.07 | 91.94 | 91.08 | 36.92 | 75.78 | |
| PASCLBase model=ResNet182024.07 | 90.99 | 89.24 | 33.36 | 77.08 | |
| OEBase model=ResNet182024.07 | 89.77 | 87.25 | 34.65 | 73.84 | |
| EnergyOEBase model=ResNet182024.07 | 89.31 | 88.92 | 40.88 | 74.68 | |
| OECCBase model=ResNet182024.07 | 87.28 | 86.29 | 45.24 | 60.16 | |
| MSPBase model=ResNet182024.07 | 72.28 | 70.27 | 66.07 | 72.34 |