PAN
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Author Profiling | PAN16 (test) | Task Score93.8 | 80 | |
| Binary AIGC Detection | Pan | Accuracy88.8 | 12 | |
| Machine Text Detection and Calibration | PAN MP (Machine-polished) 2025 | AUC@1%61 | 10 | |
| Machine Text Detection and Calibration | PAN MC (Machine-continued) 2025 | AUC@1%68.4 | 10 | |
| Authorship Attribution | PAN P4 18 (test) | Weighted F1 Score0.69 | 8 | |
| Authorship Attribution | PAN P3 18 (test) | Weighted F182 | 8 | |
| Authorship Attribution | PAN P2 18 (test) | Weighted F1-score0.66 | 8 | |
| Authorship Attribution | PAN18 P1 (test) | Weighted F160 | 8 | |
| Authorship Attribution | PAN06 (test) | Weighted F168 | 8 | |
| authorship attribution | PAN P5 19 | Accuracy68.2 | 6 | |
| authorship attribution | PAN19-P1 | Accuracy85.9 | 6 | |
| Authorship Verification | PAN 13/14/15/20/21 | AUROC78 | 5 | |
| Author-level Authorship Attribution | PAN 21 | MRR61 | 5 | |
| Multi-label Safety Categorization | PAN predator conv safety 12 | Macro Accuracy47.36 | 4 | |
| Clustering | Pan | ARI0.867 | 4 | |
| Authorship Verification | PAN Average 2013-2015 (test) | Greek Avg ROC-AUC0.64 | 4 | |
| Authorship Verification | PAN AV 2015 (test) | ROC-AUC (Greek)0.58 | 4 | |
| Authorship Verification | PAN AV 2014 (test) | ROC-AUC (Greek)0.56 | 4 | |
| Authorship Verification | PAN AV 2013 (test) | ROC-AUC (Greek)0.66 | 4 | |
| AIGC Detection | Pan (test) | Accuracy49.07 | 3 |
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