Vulnerability Prediction on SecurityWeek news articles Manual 2000 predictions (val)
1,625Validated Relevant CountM2: Threshold-Based Detection
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| M2: Threshold-Based DetectionRetrieved Total=2000, top-k=20, model_backbone=MPNet2026.02 | 1,625 | 81 | 375 | 19 | |
| M3: Similarity with First CVERetrieved Total=2000, top-k=20, model_backbone=MPNet2026.02 | 1,607 | 80 | 393 | 20 | |
| M4: Similarity with All CVEsRetrieved Total=2000, top-k=20, model_backbone=MPNet2026.02 | 1,575 | 78 | 425 | 22 | |
| M1: Manual DetectionRetrieved Total=2000, top-k=20, model_backbone=MPNet2026.02 | 1,418 | 70 | 582 | 30 |