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Papers Benchmarks Datasets Tasks

GiAnt Corpus dataset and benchmarks · SOTA2 Research

Research Datasets

GiAnt Corpus

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Gas Optimization

GiAnt Corpus

0.739BERTScore

4

Code Summarization

GiAnt Corpus Risk Analysis

0.737BERTScore

4

Code Summarization

GiAnt Corpus

0.758BERTScore

4

Multi-class Vulnerability Classification

GiAnt Corpus (test)

37.5Accuracy

4

Binary Vulnerability Classification

GiAnt Corpus (test)

81.3Accuracy

4

Mitigation Recommendation

GiAnt Corpus (test)

78.2BERTScore

4

Popular tasks

Code Summarization Mitigation Recommendation Binary Vulnerability Classification Multi-class Vulnerability Classification Gas Optimization

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