Unsupervised Anomaly Detection With Specified 12
Metrics
AUC-ROC
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | AUC-ROC |
|---|---|
| isolation-forest | 0.777 |
| locally-varying-distance-transform-for | 0.981 |
| robust-subspace-recovery-layer-for | 0.982 |
| shell-theory-a-statistical-model-of-reality | 0.866 |
| deep-autoencoding-gaussian-mixture-model-for | 0.784 |
| deep-unsupervised-anomaly-detection | 0.545 |