Out-of-Distribution Detection on Benchmark Malware Dataset (test)
0.906AUCMAD-OOD
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MAD-OOD2025.12 | 0.906 | 0.951 | 0.861 | 0.94 | 0.817 | 0.907 | |
| BERL2025.12 | 0.846 | 0.572 | 0.561 | 0.807 | 0.737 | 0.812 | |
| OS2025.12 | 0.692 | 0.442 | 0.842 | 0.793 | 0.712 | 0.827 | |
| EnergyOE2025.12 | 0.651 | 0.66 | 0.792 | 0.736 | 0.808 | 0.682 | |
| OCL2025.12 | 0.637 | 0.529 | 0.558 | 0.771 | 0.69 | 0.625 | |
| MSP2025.12 | 0.611 | 0.464 | 0.322 | 0.613 | 0.526 | 53.82 | |
| Class Prio2025.12 | 0.596 | 0.376 | 0.816 | 0.728 | 0.693 | 0.606 | |
| OE2025.12 | 0.247 | 0.634 | 0.709 | 0.751 | 0.592 | 0.407 | |
| PASCL2025.12 | 0.209 | 0.405 | 0.392 | 0.229 | 0.393 | 0.592 |