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BODMAS

Benchmarks

Task NameDataset NameSOTA ResultTrend
Binary ClassificationBODMAS
Accuracy99.97
13
Malware DetectionBODMAS 12 months
Mean ΔG-35.6
8
Malware DetectionBODMAS (8 months)
Mean Delta G-25.2
8
Malware DetectionBODMAS (4 months)
Mean ΔG-16.8
8
Malware DetectionBODMAS (1 month)
Mean Delta G-12.5
8
Malware ClassificationBODMAS month 11
Mean ΔG12.77
8
Malware ClassificationBODMAS month 10
Mean ΔG10.45
8
Malware ClassificationBODMAS month 9
Mean ΔG21.73
8
Malware ClassificationBODMAS month 7
Mean Delta G4.34
8
Malware ClassificationBODMAS month 6
Mean ΔG50.06
8
Malware ClassificationBODMAS month 5
Mean ΔG-0.05
8
Malware ClassificationBODMAS month 3
Mean Delta G-16.77
8
Malware ClassificationBODMAS month 2
Mean Delta G6.88
8
Malware DetectionBODMAS (September 2019 to September 2020)
Accuracy (09/2019)93.67
7
Multiclass ClassificationBODMAS
Accuracy99.4
3
Malware Out-of-Distribution DetectionBODMAS (test)
AUC84.7
1
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