Malware Detection on Malware MNAR 20% (test)
0.65Inference Time (s)AMR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AMRImputation=KNN2025.03 | 0.65 | 98.16 | 0.4 | |
| ACImputation=KNN2025.03 | 0.785 | 98.64 | 2.99 | |
| MRImputation=KNN2025.03 | 1.98 | 98.74 | 10.11 | |
| ACImputation=KNN2025.03 | 2.211 | 92.37 | 3.494 | |
| AMRImputation=KNN2025.03 | 2.53 | 95.16 | 2.67 | |
| BaselineImputation=KNN2025.03 | 2.55 | 98.8 | 100 | |
| MRImputation=KNN2025.03 | 15.49 | 96.07 | 18.49 | |
| BaselineImputation=KNN2025.03 | 28.96 | 96.55 | 100 | |
| MRImputation=MF2025.03 | 37.55 | 98.71 | 10.11 | |
| MRImputation=MICE2025.03 | 96.31 | 98.69 | 10.11 | |
| MRImputation=TCSDI2025.03 | 314.6 | 98.8 | 10.11 | |
| AMRImputation=MF2025.03 | 2,166 | 95.73 | 2.67 | |
| AMRImputation=TCSDI2025.03 | 4,046 | 95.55 | 2.67 | |
| MRImputation=MF2025.03 | 5,206.1 | 96.1 | 18.49 | |
| ACImputation=MF2025.03 | 5,292 | 92.68 | 3.494 | |
| BaselineImputation=MF2025.03 | 5,959.7 | 96.52 | 100 | |
| ACImputation=TCSDI2025.03 | 6,619 | 92.74 | 3.494 | |
| MRImputation=TCSDI2025.03 | 43,605 | 96.2 | 18.49 |