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Benchmarks
Malware Binary Classification on MalNet (test)
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86.4
Macro F1 Score
DenseNet121
85.36
85.63
85.9
86.17
Aug 15, 2022
Macro F1 Score
Macro Precision
Macro Recall
Updated 4d ago
Evaluation Results
Method
Method
Links
Macro F1 Score
Macro Precision
Macro Recall
DenseNet121
2022.08
86.4
90
83.4
DenseNet169
2022.08
86.4
89
84.1
ResNet18
2022.08
86.2
89.3
83.7
MobileNetV2(x.5)
width multiplier=0.5
2022.08
85.7
89.4
82.7
SHERLOCK
Backbone=ViT-B
2022.08
85.4
92
81
ResNet50
2022.08
85.4
90.7
81.4
MobileNetV2(x1)
width multiplier=1.0
2022.08
85.4
88.9
82.5
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