Cyber-Threat Intelligence Prediction on LLM-CTI (Prediction)
0.856Exploit Likelihood (AUC)LL70
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| LL70Model Category=Industry-leading, general-purpose2025.09 | 0.856 | 0.441 | 60.2 | 0.582 | |
| G5Model Category=Industry-leading, general-purpose2025.09 | 0.821 | 0.498 | 84.1 | 0.683 | |
| Go4Model Category=Industry-leading, general-purpose2025.09 | 0.806 | 0.383 | 75.9 | 0.627 | |
| CLDModel Category=Industry-leading, general-purpose2025.09 | 0.792 | 0.271 | 74.3 | 0.611 | |
| GEMModel Category=Industry-leading, general-purpose2025.09 | 0.771 | 0.354 | 81.9 | 0.598 | |
| CBSModel Category=Cybersecurity-specialized2025.09 | 0.764 | 0.046 | 62.3 | 0.652 | |
| DHTModel Category=Cybersecurity-specialized2025.09 | 0.759 | 0.221 | 61.9 | 0.613 | |
| MIXModel Category=Industry-leading, general-purpose2025.09 | 0.742 | 0.226 | 75.6 | 0.568 | |
| ZYSModel Category=Cybersecurity-specialized2025.09 | 0.742 | 0.207 | 50.2 | 0.607 | |
| GRKModel Category=Industry-leading, general-purpose2025.09 | 0.714 | 0.202 | 55.3 | 0.541 | |
| CB0Model Category=Cybersecurity-specialized2025.09 | 0.703 | 0.094 | 67.9 | 0.532 | |
| SPTModel Category=Cybersecurity-specialized2025.09 | 0.653 | 0.115 | 41.5 | 0.607 | |
| QWNModel Category=Industry-leading, general-purpose2025.09 | 0.629 | 0.213 | 71.2 | 0.554 | |
| LLYModel Category=Cybersecurity-specialized2025.09 | 0.559 | 0.119 | 31.1 | 0.518 | |
| FSCModel Category=Cybersecurity-specialized2025.09 | 0.519 | 0.108 | 56.4 | 0.548 |