ResearchBenchmarksSecurity-related issue classification on 10,000 GitHub issuesSecurity-related issue classification on 10,000 GitHub issuesFollow98.49PrecisionBERT MLM48.060461.152774.24587.3373Dec 17, 2025Evaluation resultsMethodMethodLinksPrecisionRecallF1-ScoreBERT MLMType=SEBERTIS 10-Fold CVType=SEBERTIS 10-Fold CV2025.1298.4999.2498.8FASTTEXTType=ML-basedType=ML-based2025.1286.068685.99GPT-4oType=LLM-basedType=LLM-based2025.1279.9472.6170.83GPT-4.1Type=LLM-basedType=LLM-based2025.1279.6571.5669.15LlamaType=LLM-basedType=LLM-based2025.1260.1653.4656.61ADAPTIRCType=ML-basedType=ML-based2025.125051.450.74