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Severity classification research benchmarks · SOTA2 Research

Severity classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Smart Contract Audit Dataset

Ours (rsLoRA + Voting)

61.97Precision

20

Jun 4, 2026

86.84F1 Score

18

Feb 26, 2026

DDR → FGADR target (test)

47Accuracy

7

Apr 3, 2026

LIMUC Private (test)

61.3Accuracy

7

Apr 3, 2026

Popular datasets

LIMUC ToxCMM DDR → FGADR Smart Contract Audit Dataset

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