Robust Subspace Recovery Layer for Unsupervised Anomaly Detection

Benchmark Model Rank Results
unsupervised-anomaly-detection-with-specifiedRSRAE#3AUC-ROC: 0.944
unsupervised-anomaly-detection-with-specified-1RSRAE#2AUC-ROC: 0.835
unsupervised-anomaly-detection-with-specified-10RSRAE#2AUC-ROC: 0.966
unsupervised-anomaly-detection-with-specified-11RSRAE#1AUC-ROC: 0.900
unsupervised-anomaly-detection-with-specified-12RSRAE#1AUC-ROC: 0.982
unsupervised-anomaly-detection-with-specified-13RSRAE#2AUC-ROC: 0.794
unsupervised-anomaly-detection-with-specified-14RSRAE#3AUC-ROC: 0.689
unsupervised-anomaly-detection-with-specified-15RSRAE#2AUC-ROC: 0.992
unsupervised-anomaly-detection-with-specified-16RSRAE#2AUC-ROC: 0.911
unsupervised-anomaly-detection-with-specified-17RSRAE#1AUC-ROC: 0.948
unsupervised-anomaly-detection-with-specified-18RSRAE#2AUC-ROC: 0.854
unsupervised-anomaly-detection-with-specified-19RSRAE#1AUC-ROC: 0.981
unsupervised-anomaly-detection-with-specified-20RSRAE#3AUC-ROC: 0.972
unsupervised-anomaly-detection-with-specified-21RSRAE#3AUC-ROC: 0.800
unsupervised-anomaly-detection-with-specified-22RSRAE#2AUC-ROC: 0.851
unsupervised-anomaly-detection-with-specified-23RSRAE#2AUC-ROC: 0.763
unsupervised-anomaly-detection-with-specified-24RSRAE#2AUC-ROC: 0.917
unsupervised-anomaly-detection-with-specified-25RSRAE#3AUC-ROC: 0.689
unsupervised-anomaly-detection-with-specified-26RSRAE#2AUC-ROC: 0.961
unsupervised-anomaly-detection-with-specified-27RSRAE#3AUC-ROC: 0.748
unsupervised-anomaly-detection-with-specified-5RSARE#3AUC-ROC: 0.971
unsupervised-anomaly-detection-with-specified-6RSRAE#4AUC-ROC: 0.814
unsupervised-anomaly-detection-with-specified-7RSRAE#4AUC-ROC: 0.739
unsupervised-anomaly-detection-with-specified-8RSRAE#2AUC-ROC: 0.995
unsupervised-anomaly-detection-with-specified-9RSRAE#2AUC-ROC: 0.901