Malware Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
100Accuracy
168
May 7, 2026
99.96Acc
164
May 7, 2026
96.6Clean Accuracy
49
Jul 9, 2026
80.16TPR
40
May 29, 2026
44.9F1 Score
28
Feb 26, 2026
77.7F1 Score
28
Feb 26, 2026
82.7F1 Score
28
Feb 26, 2026
93.5F1 Score
28
Feb 26, 2026
0.002Latency (s)
21
Feb 26, 2026
0.22Inference Time (s)
18
Mar 19, 2026
0.36Inference Time (s)
18
Mar 19, 2026
0.65Inference Time (s)
18
Mar 19, 2026
94.2AUT (B)
16
May 26, 2026
90.91FWT
16
May 12, 2026
53.5TPR@0.1%
15
May 19, 2026
712Detection Count
14
May 22, 2026
95.52Accuracy
12
Jul 9, 2026
65.4AUT(F1, 12m)
12
Jun 23, 2026
73.2F1 Score (AUT, 12m)
12
Jun 23, 2026
0.928AUT(F1, 12m)
12
Jun 23, 2026
21.99Accuracy
12
Feb 27, 2026
0.962Benign Precision
11
Feb 26, 2026
98.5TPR @ 1% FPR
10
Jun 4, 2026
90.8TPR @ 1% FPR
10
Jun 4, 2026
97.07TPR @ 1% FPR
10
Jun 4, 2026