Out-of-Distribution Detection on CIFAR10-LT p = 50 (test)
95.14AUCDODA
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DODATraining=DNE, Test=DODA2024.10 | 95.14 | 94.53 | 94.66 | 24.43 | |
| DODATraining=COCL, Test=DODA2024.10 | 94.82 | 94.13 | 94.21 | 26.02 | |
| AdaODDTraining=DNE, Test=AdaODD2024.10 | 94.75 | 93.78 | 94.22 | 25.64 | |
| AUTOTraining=COCL, Test=AUTO2024.10 | 94.62 | 93.91 | 93.52 | 26.49 | |
| DODATraining=EnergyOE, Test=DODA2024.10 | 94.6 | 93.46 | 93.91 | 28.42 | |
| AUTOTraining=DNE, Test=AUTO2024.10 | 94.59 | 93.68 | 93.98 | 26.5 | |
| AdaODDTraining=COCL, Test=AdaODD2024.10 | 94.41 | 93.84 | 93.35 | 26.67 | |
| COCLTest=w/o TTA2024.10 | 94.3 | 93.85 | 93.31 | 26.98 | |
| AdaODDTraining=EnergyOE, Test=AdaODD2024.10 | 94.14 | 92.92 | 93.6 | 29.01 | |
| AUTOTraining=EnergyOE, Test=AUTO2024.10 | 93.85 | 92.84 | 93.34 | 29.1 | |
| DNETest=w/o TTA2024.10 | 93.85 | 93.43 | 93.62 | 27.47 | |
| EnergyOETest=w/o TTA2024.10 | 93.48 | 92.68 | 93.05 | 29.74 |