Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection

Benchmark Model Rank Results
unsupervised-anomaly-detection-with-specifiedDAGMM#4AUC-ROC: 0.883
unsupervised-anomaly-detection-with-specified-1DAGMM#1AUC-ROC: 0.846
unsupervised-anomaly-detection-with-specified-10DAGMM#3AUC-ROC: 0.624
unsupervised-anomaly-detection-with-specified-11DAGMM#3AUC-ROC: 0.784
unsupervised-anomaly-detection-with-specified-12DAGMM#4AUC-ROC: 0.784
unsupervised-anomaly-detection-with-specified-13DAGMM#3AUC-ROC: 0.616
unsupervised-anomaly-detection-with-specified-14DAGMM#2AUC-ROC: 0.780
unsupervised-anomaly-detection-with-specified-15DAGMM#4AUC-ROC: 0.477
unsupervised-anomaly-detection-with-specified-16DAGMM#4AUC-ROC: 0.503
unsupervised-anomaly-detection-with-specified-17DAGMM#3AUC-ROC: 0.708
unsupervised-anomaly-detection-with-specified-18DAGMM#3AUC-ROC: 0.793
unsupervised-anomaly-detection-with-specified-19DAGMM#3AUC-ROC: 0.710
unsupervised-anomaly-detection-with-specified-20DAGMM#4AUC-ROC: 0.826
unsupervised-anomaly-detection-with-specified-21DAGMM#4AUC-ROC: 0.778
unsupervised-anomaly-detection-with-specified-22DAGMM#3AUC-ROC: 0.629
unsupervised-anomaly-detection-with-specified-23DAGMM#3AUC-ROC: 0.613
unsupervised-anomaly-detection-with-specified-24DAGMM#3AUC-ROC: 0.914
unsupervised-anomaly-detection-with-specified-25DAGMM#2AUC-ROC: 0.769
unsupervised-anomaly-detection-with-specified-26DAGMM#3AUC-ROC: 0.960
unsupervised-anomaly-detection-with-specified-27DAGMM#2AUC-ROC: 0.788
unsupervised-anomaly-detection-with-specified-5DAGMM#4AUC-ROC: 0.911
unsupervised-anomaly-detection-with-specified-6DAGMM#2AUC-ROC: 0.883
unsupervised-anomaly-detection-with-specified-7DAGMM#2AUC-ROC: 0.850
unsupervised-anomaly-detection-with-specified-8DAGMM#4AUC-ROC: 0.574
unsupervised-anomaly-detection-with-specified-9DAGMM#4AUC-ROC: 0.494