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Malware Type Classification on MalNet (test)
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49.7
Macro F1 Score
SHERLOCK
45.02
46.235
47.45
48.665
Aug 15, 2022
Macro F1 Score
Macro Precision
Macro Recall
Updated 1mo ago
Evaluation Results
Method
Method
Links
Macro F1 Score
Macro Precision
Macro Recall
SHERLOCK
Backbone=ViT-B
2022.08
49.7
62.8
44.7
ResNet50
2022.08
47.9
56.6
44.1
DenseNet169
2022.08
47.7
57.3
43.3
DenseNet121
2022.08
47.1
55.8
42.8
ResNet18
2022.08
46.7
55.6
42.4
MobileNetV2(x.5)
width multiplier=0.5
2022.08
46
54.7
42.4
MobileNetV2(x1)
width multiplier=1.0
2022.08
45.2
52.7
41.9
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