Anomaly Detection On Anomaly Detection On
Metrics
Network
ROC-AUC
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | Network | ROC-AUC |
|---|---|---|
| out-of-distribution-detection-without-class | ResNet-18 | 90.2 |
| classification-based-anomaly-detection-for-1 | ResNet-18 | 78.8 |
| out-of-distribution-detection-without-class | ResNet-152 | 95.7 |
| mean-shifted-contrastive-loss-for-anomaly | ResNet-152 | 92.6 |
| out-of-distribution-detection-without-class | ViT | 99.1 |
| csi-novelty-detection-via-contrastive | ResNet-18 | 90.3 |
| ssd-a-unified-framework-for-self-supervised-1 | ResNet-34 | 96.5 |
| out-of-distribution-detection-without-class | ResNet-18 | 94.3 |