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Malware Detection on MalNet
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87.8
Macro F1
SHERLOCK (family)
85.304
85.952
86.6
87.248
Aug 15, 2022
Macro F1
Macro Precision
Macro Recall
Updated 4d ago
Evaluation Results
Method
Method
Links
Macro F1
Macro Precision
Macro Recall
SHERLOCK (family)
Model=ViT-B, Pre-train...
2022.08
87.8
86.7
89
SHERLOCK (type)
Model=ViT-B, Pre-train...
2022.08
87.6
89.1
86.2
DenseNet121
Model=DenseNet121
2022.08
86.4
90
83.4
DenseNet169
Model=DenseNet169
2022.08
86.4
89
84.1
ResNet18
Model=ResNet18
2022.08
86.2
89.3
83.7
MobileNetV2(x.5)
Model=MobileNetV2, wid...
2022.08
85.7
89.4
82.7
SHERLOCK
Model=ViT-B, Pre-train...
2022.08
85.4
92
81
ResNet50
Model=ResNet50
2022.08
85.4
90.7
81.4
MobileNetV2(x1)
Model=MobileNetV2, wid...
2022.08
85.4
88.9
82.5
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