Vulnerability Detection on VulScribeR

Metric: F1 Score (higher is better)

LeaderboardDataset
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#ModelF1 ScoreExtra DataPaperDateCode
1Reveal Model - Tested on Reveal (Training on Devign + VulScribeR 20K + Extra Cleans)26.18YesVulScribeR: Exploring RAG-based Vulnerability Au...2024-08-07Code
2Devign Model - Tested on Reveal (Training on Devign + VulScribeR 20K + Extra Cleans)24.99Yes---
3Reveal Model - Tested on Bigvul (Training on Devign + VulScribeR 20K + Extra Cleans)18.98Yes---
4Devign Model - Tested on Bigvul (Training on Devign + VulScribeR 20K + Extra Cleans)18.51Yes---
5LineVul - Tested on Reveal (Training on Devign + VulScribeR 20K + Extra Cleans)17.38Yes---
6LineVul - Tested on BigVul (Training on Devign + VulScribeR 20K+ Extra Cleans)16.23Yes---