CORD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Information Extraction | CORD (test) | F1 Score98.94 | 133 | |
| Semantic Entity Recognition | CORD | F1 Score98.6 | 55 | |
| Entity Recognition | CORD official (test) | F1 Score98.94 | 37 | |
| Semantic Entity Recognition | CORD (test) | F1 Score98.83 | 18 | |
| Entity Linking | CORD (test) | F1 Score98.8 | 18 | |
| Information Extraction | CORD | F1 Score97.6 | 18 | |
| Entity Extraction | CORD v1 (test) | F1 Score96.99 | 16 | |
| Visually-rich Document Named Entity Recognition | CORD r (test) | F1 Score91.85 | 16 | |
| Document Visual Question Answering | CORD | ANLS88.8 | 12 | |
| Key Information Extraction | CORD v1 (test) | ANLS97.3 | 10 | |
| Similarity Assessment | CORD | BERTScore54.43 | 8 | |
| Visual Information Extraction | CORD LayoutLLM (test) | ANLS (%)85.53 | 7 | |
| Document Information Extraction | CORD 45 (test) | F1 Score84.1 | 7 | |
| Relation Extraction | CORD | F1 Score98.6 | 6 | |
| Document Visual Information Extraction (Document VQA format) | CORD (test) | ANLS79.88 | 5 | |
| Document-level OCR | CORD 100 images (test) | F1 Score58.87 | 5 | |
| Question Answering | CORD | F1 Score45 | 4 | |
| Key Information Extraction | CORD (test) | F1 Score87.2 | 4 | |
| Visual Information Extraction | CORD | F1 Score84.25 | 4 |
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