Out Of Distribution Detection On Cifar 100
Metrics
AUROC
FPR95
Results
Performance results of various models on this benchmark
Model Name | 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 |
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