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Ultralytics YOLOv8n trained on DocLayNet-large for 200 epochs. Results were:

### Val
| metric | value |
| --- | --- |
| box_loss | 0.74732 |
| cls_loss | 0.52909 |
| dfl_loss | 0.81974 |
| precision(B) | 0.87111 |
| recall(B) | 0.81897 |
| mAP50(B) | 0.89472 |
| mAP50-95(B) | 0.6866 |

### Test
| metric | value |
| --- | --- |
| Precision | 0.851 |
| Recall | 0.798 |
| mAP50 | 0.879 |
| mAP50-95 | 0.712 |

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+ ---
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+ datasets:
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+ - ds4sd/DocLayNet
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