| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Incident Ticket Generation | CTI Benchmark | Accuracy4.8 | 15 | |
| Defensive Playbook Gen | CTI Benchmark | BLEU9.2 | 15 | |
| Mitigation–TTP Mapping | CTI Benchmark | Accuracy6.2 | 15 | |
| Response Summarization | CTI Benchmark | BLEU Score7.2 | 15 | |
| Campaign Escalation | CTI Benchmark | AUC7.8 | 15 | |
| Exploit Likelihood | CTI Benchmark | AUC4.5 | 15 | |
| Evidence Weighting | CTI Benchmark | BLEU Score12.5 | 15 | |
| Source Reliability Scoring | CTI Benchmark | AUC0.032 | 15 | |
| Graph Population | CTI Benchmark | Accuracy8.8 | 15 | |
| Threat Report Alignment | CTI Benchmark | BLEU Score11.2 | 15 | |
| Malware Family Mapping | CTI Benchmark | F1 Score8.2 | 15 | |
| Vulnerability Linking | CTI Benchmark | Accuracy7.5 | 15 | |
| Attack Infrastructure | CTI Benchmark | F1 Score7.1 | 15 | |
| Adversarial Text Generation | CTI | ASR97 | 3 |