Cyber-Threat Intelligence Contextualization on LLM-CTI Contextualization
88.2Affected Systems F1LL70
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| LL70Model Category=Industry-leading, general-purpose2025.09 | 88.2 | 85.3 | 64.9 | 58.4 | 64.2 | 48.6 | 50.4 | 72.4 | 74.5 | |
| G5Model Category=Industry-leading, general-purpose2025.09 | 82.2 | 86.3 | 65.2 | 68.1 | 72.1 | 42.9 | 56.3 | 79.3 | 91.2 | |
| GRKModel Category=Industry-leading, general-purpose2025.09 | 81.9 | 49.3 | 49.7 | 52.9 | 59.3 | 36.3 | 46.8 | 47.8 | 75.3 | |
| Go4Model Category=Industry-leading, general-purpose2025.09 | 80.1 | 74.1 | 63.3 | 65.9 | 70.7 | 21.8 | 54.9 | 67.6 | 89.4 | |
| CLDModel Category=Industry-leading, general-purpose2025.09 | 75.7 | 61.4 | 60.2 | 63.5 | 68.2 | 20.6 | 53.2 | 55.9 | 77.3 | |
| QWNModel Category=Industry-leading, general-purpose2025.09 | 74.7 | 61.6 | 52.1 | 55.1 | 60.9 | 27.1 | 47.8 | 69.3 | 71.7 | |
| MIXModel Category=Industry-leading, general-purpose2025.09 | 66.3 | 62.8 | 53.3 | 56.7 | 62.3 | 27.9 | 49.2 | 50.7 | 63.1 | |
| GEMModel Category=Industry-leading, general-purpose2025.09 | 61.3 | 57.8 | 57.4 | 60.2 | 66.1 | 39.6 | 51.9 | 53.9 | 86.1 | |
| LLYModel Category=Cybersecurity-specialized2025.09 | 56.6 | 62.5 | 63.3 | 65.2 | 68.9 | 34.8 | 60.2 | 33.4 | 54.7 | |
| CBSModel Category=Cybersecurity-specialized2025.09 | 56.2 | 61.8 | 62.9 | 64.6 | 68.4 | 24.4 | 59.9 | 62.9 | 64.2 | |
| DHTModel Category=Cybersecurity-specialized2025.09 | 55.9 | 61.6 | 62.8 | 64.8 | 68.3 | 34.2 | 59.7 | 62.8 | 64.1 | |
| SPTModel Category=Cybersecurity-specialized2025.09 | 55.4 | 61.1 | 62.2 | 64.1 | 67.8 | 13.9 | 59.3 | 42.4 | 53.7 | |
| ZYSModel Category=Cybersecurity-specialized2025.09 | 55.3 | 61.2 | 62.1 | 63.9 | 67.8 | 44.1 | 59.4 | 42.1 | 73.8 | |
| FSCModel Category=Cybersecurity-specialized2025.09 | 43.2 | 50.7 | 51.2 | 54.1 | 60.2 | 15.9 | 47.2 | 48.7 | 71.2 | |
| CB0Model Category=Cybersecurity-specialized2025.09 | 41.8 | 49.2 | 49.6 | 52.6 | 58.9 | 35.2 | 45.9 | 47.2 | 69.9 |