SROIE
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Information Extraction | SROIE (test) | F1 Score98.7 | 62 | |
| Visually-rich Information Extraction | SROIE (test) | ANLS98.05 | 19 | |
| Text Recognition | SROIE Task 2 (test) | F1 Score98.37 | 19 | |
| Information Extraction | SROIE | F1 Score98.17 | 16 | |
| Optical Character Recognition | SROIE P, EN | F1 Score93.77 | 15 | |
| Semantic Entity Recognition | SROIE | SER Accuracy98.45 | 15 | |
| Information Extraction | SROIE v1 (test) | Precision95.24 | 15 | |
| Document Visual Question Answering | SROIE | ANLS96.1 | 12 | |
| Semantic Entity Recognition | SROIE (test) | F1 Score98.52 | 12 | |
| Key Information Extraction | SROIE v1 (test) | ANLS97 | 10 | |
| Visual Question Answering | SROIE | Accuracy36.6 | 9 | |
| Key Information Extraction | SROIE | F1 Score87.3 | 8 | |
| Text Detection | SROIE | Precision95.67 | 7 | |
| Visual Information Extraction | SROIE LayoutLLM (test) | ANLS97.74 | 7 | |
| OCR | SROIE | % Match72.33 | 6 | |
| Information Extraction | SROIE (internal split) | F1 Score96.93 | 6 | |
| Visual Information Extraction | SROIE | ANLS97.72 | 4 |
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