Out-of-distribution detection on ImageNet-O (test)
23.1AUPRMixPro-DeiT-S
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MixPro-DeiT-SBackbone=DeiT-S, Augmentation=MixPro2023.04 | 23.1 | — | |
| TransMix-DeiT-SBackbone=DeiT-S2021.11 | 21.9 | — | |
| TransMix-DeiT-SBackbone=DeiT-S, Augmentation=TransMix2023.04 | 21.9 | — | |
| DeiT-SBackbone=DeiT-S2021.11 | 20.9 | — | |
| DeiT-SBackbone=DeiT-S2023.04 | 20.9 | — | |
| DDUspectral normalization=true2022.02 | — | 74.1 | |
| DUQtraining protocol=head only2022.02 | — | 67.3 | |
| DUQtraining protocol=end-to-end2022.02 | — | 71.4 | |
| Ensemble2022.02 | — | 51.9 | |
| NUQspectral normalization=true2022.02 | — | 82.4 |