Out Of Distribution Detection On Cifar 100
評価指標
AUROC
FPR95
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | AUROC | FPR95 | Paper Title | Repository |
|---|---|---|---|---|
| Wide ResNet 40x2 | 97.7 | 23.4 | An Effective Baseline for Robustness to Distributional Shift | - |
| WRN 40-2 (MSP Baseline) | - | 62.66 | Deep Anomaly Detection with Outlier Exposure | - |
| WRN 40-2 + OE | - | 38.50 | Deep Anomaly Detection with Outlier Exposure | - |
| WRN 40-2 + OECC | - | 28.89 | Outlier Exposure with Confidence Control for Out-of-Distribution Detection | - |
0 of 4 row(s) selected.