| unsupervised-anomaly-detection-on-anoshift | COPOD | #5 | ROC-AUC FAR: 50.42ROC-AUC IID: 85.62ROC-AUC NEAR: 54.24… |
| unsupervised-anomaly-detection-on-anoshift | OC-SVM | #6 | ROC-AUC FAR: 49.57ROC-AUC IID: 76.86ROC-AUC NEAR: 71.43… |
| unsupervised-anomaly-detection-on-anoshift | SO-GAAL | #7 | ROC-AUC FAR: 49.35ROC-AUC IID: 50.48ROC-AUC NEAR: 54.55… |
| unsupervised-anomaly-detection-on-anoshift | ECOD Li et al. (2022) | #8 | ROC-AUC FAR: 49.19ROC-AUC IID: 84.76ROC-AUC NEAR: 44.87… |
| unsupervised-anomaly-detection-on-anoshift | LOF | #9 | ROC-AUC FAR: 34.96ROC-AUC IID: 91.5ROC-AUC NEAR: 79.29… |
| unsupervised-anomaly-detection-on-anoshift | deepSVDD | #10 | ROC-AUC FAR: 34.53ROC-AUC IID: 92.67ROC-AUC NEAR: 87.00… |
| unsupervised-anomaly-detection-on-anoshift | LUNAR | #11 | ROC-AUC FAR: 28.19ROC-AUC IID: 85.75ROC-AUC NEAR: 49.03… |
| unsupervised-anomaly-detection-on-anoshift | BERT | #12 | ROC-AUC FAR: 28.15ROC-AUC IID: 84.54ROC-AUC NEAR: 86.05… |
| unsupervised-anomaly-detection-on-anoshift | IsoForest | #13 | ROC-AUC FAR: 27.16ROC-AUC IID: 86.09ROC-AUC NEAR: 75.26… |
| unsupervised-anomaly-detection-on-anoshift | Internal Contrastive Learning | #14 | ROC-AUC FAR: 22.45ROC-AUC IID: 84.86ROC-AUC NEAR: 52.26… |
| unsupervised-anomaly-detection-on-anoshift | AE for anomalies | #15 | ROC-AUC FAR: 19.96ROC-AUC IID: 81ROC-AUC NEAR: 44.06… |