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Papers Benchmarks Datasets Tasks

Bigvul dataset and benchmarks · SOTA2 Research

Research Datasets

Bigvul

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Vulnerability Detection

BigVul

97Precision

42

Vulnerability Detection

Bigvul (test)

19.03Precision

30

Vulnerability Detection

BigVul Seed: Devign (test)

11.64Precision

24

Statement-level classification

BigVul

88.24MCC

16

Adversarial Attack

BigVul

9Delta Drop

9

Function-level classification

BigVul

94.67MCC

8

Statement-level Localization Ranking

BigVul

93.8Top-1 Accuracy

8

Vulnerability Detection

BigVul (val)

99.4Accuracy

7

Popular tasks

Vulnerability Detection Adversarial Attack Statement-level Localization Ranking Function-level classification Statement-level classification

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