| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Fine-Grained LLM-Generated Text Detection | HART 4-class setting | AUROC98.2 | 13 | |
| LLM-Generated Text Detection | HART (default random split) | Avg TPR @ 5% FPR94.41 | 12 | |
| LLM-Generated Text Detection | HART (group-aware split) | AUROC98.39 | 4 | |
| LLM-Generated Text Detection | HART Writing domain (Leave-One-Domain-Out) | AUROC86.2 | 3 | |
| LLM-Generated Text Detection | HART News domain (Leave-One-Domain-Out) | AUROC92.69 | 3 | |
| LLM-Generated Text Detection | HART Essay domain (Leave-One-Domain-Out) | AUROC95.88 | 3 | |
| LLM-Generated Text Detection | HART Arxiv domain (Leave-One-Domain-Out) | AUROC96.61 | 3 |