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MalNet

Benchmarks

TaskDatasetSOTA resultTrendResults

Graph Classification

MalNet Tiny

94.02Accuracy

21

Graph-level classification

MalNet Tiny

0.931MCC

16

Graph Classification

MalNet-Tiny (test)

94.4Accuracy

12

Graph-level Classification

MalNet Tiny LRGB (test)

94.6Accuracy

11

Malware Detection

MalNet

87.8Macro F1

9

Malware Family Classification

MalNet (test)

0.491Macro F1-Score

7

Malware Type Classification

MalNet (test)

49.7Macro F1 Score

7

Malware Binary Classification

MalNet (test)

86.4Macro F1 Score

7

Graph-level classification

MALNET

94.8Accuracy

1

Graph Classification

MalNet Large (test)

—Primary metric

0