Automated CVSS Scoring on CVE 2024 CVSS v3.1 (1,000 CVEs)
84.19CVSS v3.1 Attack ComplexityBest Meta Classifier
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Best Meta ClassifierMeta Model Selection=Optimized per metric (LR, RF, SVM, NN)2025.12 | 84.19 | 90.3 | 67.37 | 76.45 | 78.1 | 72.23 | 79.12 | 88.55 | |
| GPT-52025.12 | 83.94 | 88.29 | 67.08 | 75.68 | 77.71 | 71.44 | 76.04 | 88.36 | |
| Baseline2025.12 | 83.24 | 73.16 | 39.41 | 45.2 | 37.37 | 49.95 | 68.28 | 64.4 | |
| GPT-42025.12 | 81.44 | 86.81 | 60.8 | 66.23 | 68.71 | 65.16 | 72.29 | 83.63 | |
| Gemini2025.12 | 79.58 | 89.27 | 64.97 | 73.35 | 74.73 | 69.32 | 71.19 | 87.02 | |
| Grok32025.12 | 79.02 | 82.7 | 58.82 | 64.28 | 67.07 | 63.7 | 75.25 | 81.85 | |
| DeepSeek2025.12 | 78.8 | 79.77 | 51.54 | 59.81 | 56.34 | 58.71 | 70.43 | 75.55 | |
| LLaMA2025.12 | 76.95 | 79.1 | 49.64 | 55.37 | 54.45 | 58.72 | 69.44 | 77.19 |