Classification-Based Anomaly Detection for General Data

Benchmark Model Rank Results
anomaly-detection-on-anomaly-detection-onGOAD#4ROC-AUC: 78.8Network: ResNet-18
anomaly-detection-on-anomaly-detection-on-1GOAD#1ROC-AUC: 90.5Network: ResNet-18
anomaly-detection-on-anomaly-detection-on-2GOAD#2ROC-AUC: 92.8Network: ResNet-18
anomaly-detection-on-one-class-cifar-10GOAD#17AUROC: 88.2
anomaly-detection-on-uea-time-series-datasetsGOAD#2Avg. ROC-AUC: 87.2
anomaly-detection-on-unlabeled-cifar-10-vsGOAD#4AUROC: 89.2Network: ResNet-18