Malware Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
97.47Accuracy
60
Jun 8, 2026
82.84Accuracy
38
Feb 26, 2026
0.997Precision
28
May 26, 2026
92.5F1 (Malicious Class)
20
Jun 19, 2026
80.95Accuracy
11
Jun 16, 2026
99.48Accuracy
11
Feb 26, 2026
100F1 Score
9
Apr 27, 2026
96Adware Accuracy
8
Jun 8, 2026
12.77Mean ΔG
8
Feb 26, 2026
10.45Mean ΔG
8
Feb 26, 2026
21.73Mean ΔG
8
Feb 26, 2026
4.34Mean Delta G
8
Feb 26, 2026
50.06Mean ΔG
8
Feb 26, 2026
-0.05Mean ΔG
8
Feb 26, 2026
-16.77Mean Delta G
8
Feb 26, 2026
6.88Mean Delta G
8
Feb 26, 2026
14.34Mean ΔG
7
Feb 26, 2026
95.1F1 Score
6
Apr 27, 2026
99.41Accuracy
6
Feb 26, 2026
95.6Weighted Recall
5
Jun 8, 2026
96.6Accuracy
5
Feb 26, 2026
73.4F1 (Kaspersky)
5
Feb 26, 2026
80Accuracy
4
Jun 1, 2026
99.9Accuracy
4
Feb 26, 2026
106True Positives (TP)
3
Feb 26, 2026