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ResearchFormerly WizWand

Malware family classification

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

0.491Macro F1-Score

7

Feb 26, 2026

Malware families dataset Aggregate across all antivirus labels All (Mean) (test)

0.735F1 Mean

5

Feb 26, 2026

Malware families dataset McAfee (209) (test)

72F1 Score

5

Feb 26, 2026

Malware families dataset Microsoft (137) (test)

72.7F1 Score

5

Feb 26, 2026

Malware families dataset EsetNod32 (180) (test)

84.4F1 Score

5

Feb 26, 2026

Malware families dataset Kaspersky ground truth labels 192 (test)

64.7F1 Score

5

Feb 26, 2026

Custom Malware Dataset (test)

Claude-4.5 Sonnet

50Weighted Accuracy

4

Jun 4, 2026