OOD Detection on CIFAR-100 LT (test)
78.5AUROCCOCL + ImOOD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| COCL + ImOODBase model=ResNet18, Framework=ImOOD2024.07 | 78.5 | 79.96 | 71.65 | 46.8 | |
| COCLBase model=ResNet182024.07 | 78.25 | 79.37 | 74.09 | 46.41 | |
| BalEnergyBase model=ResNet182024.07 | 77.75 | 78.61 | 73.1 | 45.88 | |
| ClassPriorBase model=ResNet182024.07 | 76.03 | 77.31 | 76.43 | 40.77 | |
| EATBase model=ResNet182024.07 | 75.45 | 70.87 | 64.01 | 46.23 | |
| OpenSamplingBase model=ResNet182024.07 | 74.37 | 75.8 | 78.18 | 40.87 | |
| PASCL + ImOODBase model=ResNet18, Framework=ImOOD2024.07 | 74.23 | 68.63 | 65.65 | 44.6 | |
| PASCLBase model=ResNet182024.07 | 73.32 | 67.18 | 67.44 | 43.1 | |
| OEBase model=ResNet182024.07 | 72.91 | 67.16 | 68.89 | 39.04 | |
| EnergyOEBase model=ResNet182024.07 | 71.1 | 67.23 | 71.78 | 39.05 | |
| OECCBase model=ResNet182024.07 | 70.38 | 66.87 | 73.15 | 32.93 | |
| MSPBase model=ResNet182024.07 | 61 | 57.54 | 82.01 | 40.97 |