BODMAS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Malware Detection | BODMAS seen tasks | AUT (B)94.2 | 16 | |
| Binary Classification | BODMAS | Accuracy99.97 | 13 | |
| Malware Detection | BODMAS unseen tasks | AUT (B)95.6 | 8 | |
| Malware Detection | BODMAS 12 months | Mean ΔG-35.6 | 8 | |
| Malware Detection | BODMAS (8 months) | Mean Delta G-25.2 | 8 | |
| Malware Detection | BODMAS (4 months) | Mean ΔG-16.8 | 8 | |
| Malware Detection | BODMAS (1 month) | Mean Delta G-12.5 | 8 | |
| Malware Classification | BODMAS month 11 | Mean ΔG12.77 | 8 | |
| Malware Classification | BODMAS month 10 | Mean ΔG10.45 | 8 | |
| Malware Classification | BODMAS month 9 | Mean ΔG21.73 | 8 | |
| Malware Classification | BODMAS month 7 | Mean Delta G4.34 | 8 | |
| Malware Classification | BODMAS month 6 | Mean ΔG50.06 | 8 | |
| Malware Classification | BODMAS month 5 | Mean ΔG-0.05 | 8 | |
| Malware Classification | BODMAS month 3 | Mean Delta G-16.77 | 8 | |
| Malware Classification | BODMAS month 2 | Mean Delta G6.88 | 8 | |
| Malware Detection | BODMAS (September 2019 to September 2020) | Accuracy (09/2019)93.67 | 7 | |
| Malware Detection | BODMAS (averaged over all months) | Recall96.4 | 5 | |
| Multiclass Classification | BODMAS | Accuracy99.4 | 3 | |
| Malware Out-of-Distribution Detection | BODMAS (test) | AUC84.7 | 1 |
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