DIF

Reported on 5 benchmarks across 1 task · 1 paper · 5 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology5 results

Anomaly DetectiononNB15-Analysis
AUC· 2022-06-14
0.931
SOTA
Deep Isolation Forest for Anomaly Detection arXiv:2206.06602
Anomaly DetectiononKaggle-Credit Card Fraud Dataset
AUC· 2022-06-14
0.953
SOTA
Deep Isolation Forest for Anomaly Detection arXiv:2206.06602
Anomaly DetectiononForest CoverType
AUC· 2022-06-14
0.972
SOTA
Deep Isolation Forest for Anomaly Detection arXiv:2206.06602
Anomaly DetectiononNB15-Backdoor
AUC· 2022-06-14
0.918
SOTA
Deep Isolation Forest for Anomaly Detection arXiv:2206.06602
Anomaly DetectiononNB15-DoS
AUC· 2022-06-14
0.932
SOTA
Deep Isolation Forest for Anomaly Detection arXiv:2206.06602