| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CORD (test) | UDoc | F1 Score98.94 | 133 | 2d ago | |
| SROIE (test) | StructTexT | F1 Score98.7 | 58 | 3d ago | |
| FUNSD (test) | LayoutLMv3large | F1 Score92.08 | 55 | 3d ago | |
| CORD | UDOP | F1 Score97.6 | 18 | 3d ago | |
| SROIE | LAMBERT | F1 Score98.17 | 16 | 3d ago | |
| SROIE v1 (test) | LayoutLM_LARGE | Precision95.24 | 15 | 3d ago | |
| FewN few-shot zero-shot | RETROPROMPT | Accuracy67.3 | 13 | 3d ago | |
| FUNSD v1 (test) | LayoutLMv3large | F1 Score92.08 | 13 | 3d ago | |
| TOFU 1% forget | Embedding Space Attack | Cumulative ROUGE-154 | 12 | 3d ago | |
| SWDE | Mistral (Full-Attention) | Accuracy61.2 | 12 | 3d ago | |
| MIT | PrivateLoRA | MIT-D Score95 | 10 | 3d ago | |
| Real-world documents (test) | Receipts Accuracy94.3 | 10 | 3d ago | ||
| FUNSD | LayoutLMv3 | F1 Score92.08 | 8 | 3d ago | |
| POIE | PositionOCR | F1 Score77.5 | 6 | 3d ago | |
| Multiple Tasks 2 | Deaths95.56 | 6 | 3d ago | ||
| EMR (test) | Qwen2.5-7b-lora | Jaccard (Case type)82.55 | 6 | 3d ago | |
| SROIE (internal split) | LAMBERT | F1 Score96.93 | 6 | 3d ago | |
| Kleister Charity | LAMBERT | F1 Score81.34 | 6 | 3d ago | |
| Kleister NDA | LAMBERT | F1 Score80.42 | 6 | 3d ago | |
| DeepForm | UDOP | F1 Score85.5 | 4 | 3d ago | |
| RVL-CDIP (test) | FAR23 | 4 | 3d ago | ||
| Tax Notice (test) | FAR83.3 | 4 | 3d ago | ||
| Clinical Trial Protocols | RAG 1 | Adverse Events92.3 | 3 | 3d ago | |
| FUNSD | StrucTexT | 1-NED46.8 | 3 | 3d ago | |
| Unstructured EHR notes | Overall Correctness Rate0.78 | 2 | 3d ago |
