Malware Detection on MalNet
87.8Macro F1SHERLOCK (family)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SHERLOCK (family)Model=ViT-B, Pre-training level=Family2022.08 | 87.8 | 86.7 | 89 | |
| SHERLOCK (type)Model=ViT-B, Pre-training level=Type2022.08 | 87.6 | 89.1 | 86.2 | |
| DenseNet121Model=DenseNet1212022.08 | 86.4 | 90 | 83.4 | |
| DenseNet169Model=DenseNet1692022.08 | 86.4 | 89 | 84.1 | |
| ResNet18Model=ResNet182022.08 | 86.2 | 89.3 | 83.7 | |
| MobileNetV2(x.5)Model=MobileNetV2, width_multiplier=0.52022.08 | 85.7 | 89.4 | 82.7 | |
| SHERLOCKModel=ViT-B, Pre-training level=Binary2022.08 | 85.4 | 92 | 81 | |
| ResNet50Model=ResNet502022.08 | 85.4 | 90.7 | 81.4 | |
| MobileNetV2(x1)Model=MobileNetV2, width_multiplier=12022.08 | 85.4 | 88.9 | 82.5 |