Metric: Accuracy (5-fold) (higher is better)
| # | Model↕ | Accuracy (5-fold)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TPOT Classifier | 98.94 | No | Malware Classification Using Static Disassembly ... | 2021-12-10 | Code |
| 2 | CNN BiLSTM - Reb Sampl | 98.2 | No | Deep learning at the shallow end: Malware classi... | 2018-07-22 | Code |
| 3 | Gray-scale IMG CNN | 0.973 | No | - | - | Code |
| 4 | Haralick features + XGBoost | 0.955 | No | - | - | Code |
| 5 | LBP features + XGBoost | 0.951 | No | - | - | Code |