| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Automated CVSS scoring | CVE 2024 CVSS v3.1 (1,000 CVEs) | CVSS v3.1 Attack Complexity84.19 | 8 | |
| Vulnerability Fixing | curated CVE dataset | Fix Accuracy44 | 5 | |
| Vulnerability Detection | curated CVE | Detection Accuracy44 | 5 | |
| Text Simplification | CVE (test) | FKGL9.49 | 5 | |
| Information Retrieval | CVE dataset | Traditional Recall@25100 | 3 | |
| Patch-state classification | CVE-2021-42386 MIPSEL | Accuracy80.49 | 1 | |
| Patch-state classification | CVE-2021-42386 MIPS | Accuracy80.49 | 1 | |
| Patch-state classification | CVE-2021-42386 ARM | Accuracy80.49 | 1 | |
| Patch-state classification | CVE-2021-42386 AArch64 | Accuracy90.24 | 1 |