Out Of Distribution Detection On Cifar 100 Vs 8
Metrics
AUROC
Results
Performance results of various models on this benchmark
Model Name | AUROC | Paper Title | Repository |
|---|---|---|---|
| ResNet-34 | 97.9 | Single Layer Predictive Normalized Maximum Likelihood for Out-of-Distribution Detection | - |
| OECC + MD | 98.7 | Outlier Exposure with Confidence Control for Out-of-Distribution Detection | - |
| OE | 86.9 | Deep Anomaly Detection with Outlier Exposure | - |
| DenseNet-BC-100 | 98.4 | Single Layer Predictive Normalized Maximum Likelihood for Out-of-Distribution Detection | - |
| CSNN | 87.2 | The Compact Support Neural Network | - |
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