Malware Classification on VirusShare PE executables benchmark leaderboard · SOTA2 Research

Malware Classification on VirusShare PE executables

0.997PrecisionVisMal

Evaluation Results

Method	Links
VisMal2026.05		0.997	0.997	0.997
VisUnpac2026.05		0.997	0.997	0.997
Malfiner2026.05		0.996	0.996	0.996
MDMC2026.05		0.994	0.994	0.994
DRBA2026.05		0.993	0.993	0.993
dataenhance2026.05		0.989	0.988	0.989
LBP2026.05		0.989	0.989	0.989
Adkins et al.2026.05		0.989	0.99	0.987
GIST2026.05		0.988	0.987	0.987
Chen et al.2026.05		0.978	0.977	0.976
VisUnpac2026.05		0.966	0.961	0.959
Malfiner2026.05		0.96	0.956	0.953
DNN2026.05		0.953	0.942	0.945
KNN2026.05		0.95	0.928	0.927
VisMal2026.05		0.943	0.93	0.921
Zhao et al.2026.05		0.938	0.874	0.89
MDMC2026.05		0.924	0.922	0.914
dataenhance2026.05		0.911	0.902	0.899
LBP2026.05		0.908	0.904	0.904
DRBA2026.05		0.902	0.89	0.875
Chen et al.2026.05		0.895	0.899	0.884
GIST2026.05		0.894	0.891	0.892
Adkins et al.2026.05		0.879	0.873	0.861
KNN2026.05		0.848	0.82	0.819
Zhao et al.2026.05		0.836	0.77	0.78
CNN+DT2026.05		0.235	0.237	0.215
CNN+DT2026.05		0.21	0.225	0.184
DNN2026.05		0.0001	0.01	0.0002