| datasets: | |
| - pierreguillou/DocLayNet-large | |
| Ultralytics YOLOv8 nano trained on DocLayNet-large. Training hyperparameters can be found on the args.yaml file. | |
| ### 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 | |