MalNet
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Graph-level classification | MalNet Tiny | MCC0.931 | 16 | |
| Graph-level Classification | MalNet Tiny LRGB (test) | Accuracy94.6 | 11 | |
| Graph Classification | MalNet-Tiny (test) | Accuracy94.4 | 9 | |
| Malware Detection | MalNet | Macro F187.8 | 9 | |
| Malware Family Classification | MalNet (test) | Macro F1-Score0.491 | 7 | |
| Malware Type Classification | MalNet (test) | Macro F1 Score49.7 | 7 | |
| Malware Binary Classification | MalNet (test) | Macro F1 Score86.4 | 7 | |
| Graph Classification | MalNet Tiny | Accuracy94.02 | 6 | |
| Graph-level classification | MALNET | Accuracy94.8 | 1 | |
| Graph Classification | MalNet Large (test) | Metric- | 0 |
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