Malware Type Classification on MalNet (test)
49.7Macro F1 ScoreSHERLOCK
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SHERLOCKBackbone=ViT-B2022.08 | 49.7 | 62.8 | 44.7 | |
| ResNet502022.08 | 47.9 | 56.6 | 44.1 | |
| DenseNet1692022.08 | 47.7 | 57.3 | 43.3 | |
| DenseNet1212022.08 | 47.1 | 55.8 | 42.8 | |
| ResNet182022.08 | 46.7 | 55.6 | 42.4 | |
| MobileNetV2(x.5)width multiplier=0.52022.08 | 46 | 54.7 | 42.4 | |
| MobileNetV2(x1)width multiplier=1.02022.08 | 45.2 | 52.7 | 41.9 |