Shell Theory: A Statistical Model of Reality

Benchmark Model Rank Results
unsupervised-anomaly-detection-with-specified-settings-10-anomaly-on-cats-and-dogsShell-Renormalized#1AUC-ROC: 0.996
unsupervised-anomaly-detection-with-specified-settings-10-anomaly-on-stl-10Shell-Renormalized#1AUC-ROC: 0.997
unsupervised-anomaly-detection-with-specified-settings-20-anomaly-on-cats-and-dogsShell-Renormalized#1AUC-ROC: 0.953
unsupervised-anomaly-detection-with-specified-settings-20-anomaly-on-cifar10Shell-Renormalized#1AUC-ROC: 0.896
unsupervised-anomaly-detection-with-specified-settings-20-anomaly-on-stl-10Shell-Renormalized#1AUC-ROC: 0.999
unsupervised-anomaly-detection-with-specified-settings-30-anomaly-on-cifar-10Shell-Renormalized#1AUC-ROC: 0.894
unsupervised-anomaly-detection-with-specified-settings-30-anomaly-on-stl-10Shell-Renormalized#1AUC-ROC: 0.999
unsupervised-anomaly-detection-with-specified-settings-10-anomaly-on-cifar-10Shell-Renormalized#2AUC-ROC: 0.895
unsupervised-anomaly-detection-with-specified-settings-0-1-anomaly-on-cats-and-dogsShell-Renormalized#3AUC-ROC: 0.866
unsupervised-anomaly-detection-with-specified-settings-0-1-anomaly-on-cifar-10Shell-Renormalized#3AUC-ROC: 0.740
unsupervised-anomaly-detection-with-specified-settings-0-1-anomaly-on-stl-10Shell-Renormalized#3AUC-ROC: 0.803
unsupervised-anomaly-detection-with-specified-settings-1-anomaly-on-cifar-10Shell-Renormalized#3AUC-ROC: 0.756
unsupervised-anomaly-detection-with-specified-settings-1-anomaly-on-stl-10Shell-Renormalized#3AUC-ROC: 0.829
unsupervised-anomaly-detection-with-specified-settings-30-anomaly-on-assira-cat-vs-dogShell-Renormalized#4AUC-ROC: 0.617
anomaly-detection-on-fashion-mnistShell-based Anomaly (supervised)#7ROC AUC: 92.1