Out-of-Distribution Detection on CIFAR-100 vs CIFAR-10
Metric: AUPR (higher is better)
Metric: AUPR (higher is better)
| # | Model↕ | AUPR▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DHM | 100 | No | - | - | - |
| 2 | R50+ViT_B-16 finetuned on CIFAR-100 | 92.08 | Yes | Exploring the Limits of Out-of-Distribution Dete... | 2021-06-06 | Code |
| 3 | ViT_B-16 finetuned on CIFAR-100 | 91.89 | Yes | Exploring the Limits of Out-of-Distribution Dete... | 2021-06-06 | Code |
| 4 | MLP-Mixer_B-16 finetuned on CIFAR-100 | 90.22 | Yes | Exploring the Limits of Out-of-Distribution Dete... | 2021-06-06 | Code |
| 5 | WRN 40-2 + OECC | 35.2 | Yes | Outlier Exposure with Confidence Control for Out... | 2019-06-08 | Code |