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BODMAS dataset and benchmarks · SOTA2 Research

Research Datasets

BODMAS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Malware Detection

BODMAS seen tasks

94.2AUT (B)

16

Binary Classification

BODMAS

99.97Accuracy

13

Malware Detection

BODMAS unseen tasks

95.6AUT (B)

8

Malware Detection

BODMAS 12 months

-35.6Mean ΔG

8

Malware Detection

BODMAS (8 months)

-25.2Mean Delta G

8

Malware Detection

BODMAS (4 months)

-16.8Mean ΔG

8

Malware Detection

BODMAS (1 month)

-12.5Mean Delta G

8

Malware Classification

BODMAS month 11

12.77Mean ΔG

8

Malware Classification

BODMAS month 10

10.45Mean ΔG

8

Malware Classification

BODMAS month 9

21.73Mean ΔG

8

Malware Classification

BODMAS month 7

4.34Mean Delta G

8

Malware Classification

BODMAS month 6

50.06Mean ΔG

8

Malware Classification

BODMAS month 5

-0.05Mean ΔG

8

Malware Classification

BODMAS month 3

-16.77Mean Delta G

8

Malware Classification

BODMAS month 2

6.88Mean Delta G

8

Malware Detection

BODMAS (September 2019 to September 2020)

93.67Accuracy (09/2019)

7

Malware Detection

BODMAS (averaged over all months)

96.4Recall

5

Multiclass Classification

BODMAS

99.4Accuracy

3

Malware Out-of-Distribution Detection

BODMAS (test)

84.7AUC

1

Popular tasks

Malware Detection Malware Classification Binary Classification Multiclass Classification Malware Out-of-Distribution Detection

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