Out-of-Distribution Detection on CIFAR10-LT Gaussian OOD (test)
99.83AUCAdaptOD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| AdaptODtype=fine-tuning-based, OOD source=Gaussian2024.10 | 99.83 | 99.87 | 99.58 | 0.08 | |
| BERLtype=fine-tuning-based, OOD source=Gaussian2024.10 | 99.76 | 99.34 | 99.16 | 0.49 | |
| EnergyOEtype=fine-tuning-based, OOD source=Gaussian2024.10 | 99.74 | 99.76 | 99.33 | 1.96 | |
| COCLtype=fine-tuning-based, OOD source=Gaussian2024.10 | 99.68 | 99.79 | 99.39 | 0.02 |