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Benchmarks
Malware Detection on EMBER 10,000 sample
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98.7
Accuracy
CogniCrypt
93.292
94.696
96.1
97.504
Mar 10, 2026
Accuracy
Precision
Recall
F1 Score
AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
F1 Score
AUC
CogniCrypt
2026.03
98.7
99.1
98.2
98.6
0.997
EMBER-GBDT
Type=ML
2026.03
97.3
97.8
96.8
97.3
0.991
MalConv
Type=Deep Learning
2026.03
96.8
97.2
96.4
96.8
0.985
YARA
Version=4.5.0, Type=Ru...
2026.03
96.1
97
95.2
96.1
0.978
ClamAV
Version=1.2.1, Type=Si...
2026.03
95.2
96.3
94.1
95.2
0.971
angr-only
Type=Symbolic, LLM gui...
2026.03
93.5
94.2
92.8
93.5
0.962
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