Out-of-Distribution Detection on CIFAR-100
Metric: FPR95 (higher is better)
Metric: FPR95 (higher is better)
| # | Model↕ | FPR95▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | WRN 40-2 (MSP Baseline) | 62.66 | No | Deep Anomaly Detection with Outlier Exposure | 2018-12-11 | Code |
| 2 | WRN 40-2 + OE | 38.5 | Yes | Deep Anomaly Detection with Outlier Exposure | 2018-12-11 | Code |
| 3 | WRN 40-2 + OECC | 28.89 | Yes | Outlier Exposure with Confidence Control for Out... | 2019-06-08 | Code |
| 4 | Wide ResNet 40x2 | 23.4 | Yes | An Effective Baseline for Robustness to Distribu... | 2021-05-15 | Code |