| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multi-class generator attribution | SemEval Task 13 Subtask B (test) | Macro F139.553 | 8 | |
| Machine-generated code detection | SemEval-2026 Task 13 Subtask C official (test) | Macro F168.643 | 6 | |
| Taxonomy Extraction | Environment SemEval-2016 Task 13 (test) | Hit@148.1 | 6 |