| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Countermeasure Ranking | CTI Benchmark | NDCG8.5 | 15 | |
| Rule Generation (YARA) | CTI Benchmark | BLEU Score8.5 | 15 | |
| Patch Recommendation | CTI Benchmark | F1 Score6.5 | 15 | |
| Target Sector Prediction | CTI Benchmark | Accuracy5.8 | 15 | |
| Impact Forecast | CTI Benchmark | BLEU Score9.5 | 15 | |
| Relation Graph Building | CTI Benchmark | F1 Score6.8 | 15 | |
| False Flag Detection | CTI Benchmark | F1 Score11.5 | 15 | |
| Language/Style Profiling | CTI Benchmark | Accuracy5.2 | 15 | |
| Infrastructure Reuse | CTI Benchmark | F1 Score8.2 | 15 | |
| Campaign Attribution | CTI Benchmark | Accuracy7.5 | 15 | |
| TTP Extraction | CTI Benchmark | F1 Score5.5 | 15 | |
| Threat Actor Linking | CTI Benchmark | Accuracy6.5 | 15 | |
| Event Timeline Construction | CTI Benchmark | BLEU9.5 | 15 | |
| IOC Normalization | CTI Benchmark | F1 Score4.1 | 15 | |
| Affected Systems | CTI Benchmark | F1 Score6.8 | 15 |