| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CORD v1 (test) | PIP-Qwen2-VL-7B | ANLS97.3 | 10 | 4d ago | |
| SROIE v1 (test) | PIP-Qwen2-VL-7B | ANLS97 | 10 | 4d ago | |
| FUNSD v1 (test) | LayTextLLM-7B | ANLS81 | 10 | 4d ago | |
| KLC (test) | DocLLM-7B | F1 Score60.3 | 8 | 4d ago | |
| KLC | DocOwl 1.5 | Accuracy38.7 | 7 | 4d ago | |
| ITInvoices (test) | F1 Score90.1 | 7 | 4d ago | ||
| ITForms (test) | F1 Score86.2 | 7 | 4d ago | ||
| DeepForm (test) | DocLLM-7B | F1 Score75.7 | 6 | 4d ago | |
| Kleister-NDA (test) | ERNIE-Layout_large | Entity F10.881 | 6 | 4d ago | |
| FUNSD Few training samples (10 samples) (test) | BROS LARGE | F1 Score74.42 | 6 | 4d ago | |
| FUNSD Permuted (test) | BROS LARGE | F179.42 | 6 | 4d ago | |
| XFUND zh | VI-LayoutXLM | SER Hmean93.19 | 5 | 4d ago | |
| BizDocs (held-out) | DocLLM-7B | F1 Score72.6 | 4 | 4d ago | |
| KLC (held-out) | DocLLM-7B | F1 Score49.9 | 4 | 4d ago | |
| BizDocs (test) | DocLLM-7B | F1 Score95.9 | 4 | 4d ago | |
| VRDU a.-b. (test) | DocLLM-7B | F1 Score88.8 | 4 | 4d ago | |
| PWC (test) | DocLLM-7B | F1 Score0.2906 | 4 | 4d ago | |
| Vietnam Claim Dataset (VN) | Multi-Stage Claim Document Extraction Pipeline | Extraction Accuracy75 | 1 | 4d ago | |
| Singapore Claim Dataset (SG) | Multi-Stage Claim Document Extraction Pipeline | Extraction Accuracy87 | 1 | 4d ago |
