Out-of-Distribution Detection on CIFAR10-LT synthetic Rademacher noise (test)
99.78AUCAdaptOD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| AdaptODtype=fine-tuning-based, OOD source=Rademacher2024.10 | 99.78 | 99.65 | 99.61 | 0.04 | |
| COCLtype=fine-tuning-based, OOD source=Rademacher2024.10 | 99.76 | 99.84 | 99.56 | 0.01 | |
| EnergyOEtype=fine-tuning-based, OOD source=Rademacher2024.10 | 99.13 | 99.25 | 97.16 | 2.32 | |
| BERLtype=fine-tuning-based, OOD source=Rademacher2024.10 | 99 | 99.06 | 96.26 | 1.42 |