Malware Family Classification on MalNet (test)
0.491Macro F1-ScoreSHERLOCK
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SHERLOCKBackbone=ViT-B2022.08 | 0.491 | 0.568 | 0.461 | |
| ResNet502022.08 | 0.468 | 0.541 | 0.443 | |
| DenseNet1692022.08 | 0.462 | 0.545 | 0.434 | |
| DenseNet1212022.08 | 0.461 | 0.529 | 0.438 | |
| ResNet182022.08 | 0.454 | 0.538 | 0.423 | |
| MobileNetV2(x.5)width multiplier=0.52022.08 | 0.451 | 0.528 | 0.423 | |
| MobileNetV2(x1)width multiplier=1.02022.08 | 0.438 | 0.532 | 0.405 |