| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Tampered Text Localization | TFR (test) | IoU5,780 | 32 | |
| Tampered Text Classification | TFR (test) | Accuracy88.1 | 32 | |
| Forgery Reasoning | TFR Cross-Language | Avg Reasoning Score46.2 | 16 | |
| Tampered Text Localization | TFR CL (Cross-Language) | IoU40.6 | 16 | |
| Tampered Text Recognition | TFR Cross-Language | OCR Accuracy39 | 16 | |
| Tampered Text Classification | TFR CL (Cross-Language) | Accuracy85.5 | 16 | |
| Tampered Text Localization | TFR CTM (Cross-Method) | IoU0.683 | 16 | |
| Forgery Reasoning | TFR (test) | Avg Reasoning Score (Cosine/Rouge-L/BLEU)58.8 | 16 | |
| Tampered Text Recognition | TFR (test) | OCR Accuracy47.6 | 16 |