Malware
Benchmarks
TaskDatasetSOTA resultTrendResults
Malware 60% MCAR
97.87Accuracy
18
Malware 40% MCAR
96.87Reported Accuracy
18
Malware 20% MCAR
96.89Accuracy
18
Malware MNAR 60% (test)
0.22Inference Time (s)
18
Malware MNAR 40% (test)
0.36Inference Time (s)
18
Malware MNAR 20% (test)
0.65Inference Time (s)
18
Malware (test)
0.746AUC
17
Malware
0.741AUC
17
Malware MAR 60% Missing
96.57Accuracy
11
Malware MAR 40% Missing
96.75Accuracy (%)
11
Malware 20% Missing (MAR)
96.81Accuracy
11
Malware (test)
85AUC (1% Anomaly Ratio)
11
Malware Synthetic Real (train test)
100F1 Score
9
Malware MAR (test)
96.28Accuracy
9
Malware MNAR
96.73Accuracy
9
Malware dataset
95.1F1 Score
6
Malware MCAR injected (test)
96.73Ground Truth Accuracy (%)
6
Malware 60% MAR
96.2Accuracy
5
Malware 40% MAR
96.4Accuracy
5
Malware 20% MAR
96.59Accuracy
5
Malware (test)
0.74AUC
4
Malware 20% MNAR
96.31Accuracy
3