| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CORD (test) | UDoc | F1 Score98.94 | 133 | 1mo ago | |
| SROIE (test) | StructTexT | F1 Score98.7 | 62 | 1mo ago | |
| FUNSD (test) | LayoutLMv3large | F1 Score92.08 | 55 | 1mo ago | |
| CORD | UDOP | F1 Score97.6 | 18 | 1mo ago | |
| SROIE | LAMBERT | F1 Score98.17 | 16 | 1mo ago | |
| SROIE v1 (test) | LayoutLM_LARGE | Precision95.24 | 15 | 1mo ago | |
| FewN few-shot zero-shot | RETROPROMPT | Accuracy67.3 | 13 | 1mo ago | |
| FUNSD v1 (test) | LayoutLMv3large | F1 Score92.08 | 13 | 1mo ago | |
| TOFU 1% forget | Embedding Space Attack | Cumulative ROUGE-154 | 12 | 1mo ago | |
| SWDE | Mistral (Full-Attention) | Accuracy61.2 | 12 | 1mo ago | |
| PolyIE | SCILIRE | Precision17.24 | 10 | 1mo ago | |
| MPEA | Precision (P)50.32 | 10 | 1mo ago | ||
| SciREX | SCILIRE | Precision14.52 | 10 | 1mo ago | |
| TDMS | SCILIRE | Precision18.12 | 10 | 1mo ago | |
| MIT | PrivateLoRA | MIT-D Score95 | 10 | 1mo ago | |
| Real-world documents (test) | Receipts Accuracy94.3 | 10 | 1mo ago | ||
| Campaign-finance filings | Mean per field Accuracy98.71 | 8 | 5d ago | ||
| MMM Japanese SCPOS N | OIELLM-13B | TL F194.7 | 8 | 9d ago | |
| MMM Japanese SCPOS Adj | OIELLM-13B | TL F1 Score94 | 8 | 9d ago | |
| MMM Japanese SCPOS: Adj & N | OIELLM-13B | TL F195.2 | 8 | 9d ago | |
| MMM Japanese SCPOS: RW | OIELLM-13B | TL F10.946 | 8 | 9d ago | |
| FUNSD | LayoutLMv3 | F1 Score92.08 | 8 | 1mo ago | |
| MMM Japanese TCREE | GIELLM-13B-jp | TL F197.47 | 7 | 9d ago | |
| MMM Japanese SCNM | OIELLM-13B | TL F189 | 7 | 9d ago | |
| Loong Legal | LLaMA-3.2-3B-Instruct (LITECOST) | Spotlight Locating Accuracy62.2 | 7 | 18d ago |
