Malware Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
-35.6Mean ΔG
8
Feb 26, 2026
-25.2Mean Delta G
8
Feb 26, 2026
-16.8Mean ΔG
8
Feb 26, 2026
-12.5Mean Delta G
8
Feb 26, 2026
86.7Detection Accuracy (2014)
7
Apr 24, 2026
93.67Accuracy (09/2019)
7
Feb 26, 2026
98.9Accuracy (Clean)
7
Feb 26, 2026
99.9Accuracy
6
Jul 9, 2026
98.5F1-score (1% FPR)
6
Jun 4, 2026
96.52F1-score (1% FPR)
6
Jun 4, 2026
80.43F1-score (1% FPR)
6
Jun 4, 2026
99.5TPR @ 1% FPR
6
Jun 4, 2026
97.71TPR at 1% FPR
6
Jun 4, 2026
77.55TPR @ 1% FPR
6
Jun 4, 2026
98.2TPR @ 1% FPR
6
Jun 4, 2026
0.92FWT
6
May 12, 2026
98.7Accuracy
6
Mar 11, 2026
97.5Accuracy
6
Mar 11, 2026
44,049CA Count
6
Feb 26, 2026
286,530Correct Allocations Count
6
Jul 9, 2026
99.9Accuracy
5
Jul 9, 2026
0.996TNR
5
May 29, 2026
86.4TPR @ 0.1% FPR
5
May 19, 2026
96.4Recall
5
May 4, 2026
91.14Accuracy
5
Apr 29, 2026