DocLayNet
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Document Layout Analysis | DocLayNet (test) | mAP89 | 21 | |
| Document Layout Analysis | DocLayNet | mAP79.7 | 13 | |
| Document Layout Analysis | DocLayNet | mAP@0.5:0.9578.7 | 12 | |
| Text Recognition | DocLayNet | Edit Distance8 | 8 | |
| Page-level Layout Analysis | DocLayNet | Precision92.88 | 7 | |
| Document layout grounding | DocLayNet | F1 Score (IoU=0.5)91.2 | 6 | |
| Layout Detection | DocLayNet | Precision91.8 | 5 | |
| Markdown extraction | DocLayNet ID | BLEU0.7 | 4 |
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