| datasets: | |
| - pierreguillou/DocLayNet-large | |
| Ultralytics YOLOv8 small trained on DocLayNet-large. Training hyperparameters can be found on the args.yaml file. | |
| ### Val | |
| | Metric | Value | | |
| | --- | --- | | |
| | box_loss | 0.71296 | | |
| | cls_loss | 0.51492 | | |
| | dfl_loss | 0.81419 | | |
| | precision(B) | 0.891 | | |
| | recall(B) | 0.8338 | | |
| | mAP50(B) | 0.909 | | |
| | mAP50-95(B) | 0.711 | | |
| ### Test | |
| | Metric | Value | | |
| | --- | --- | | |
| | Precision | 0.852 | | |
| | Recall | 0.822 | | |
| | mAP50 | 0.891 | | |
| | mAP50-95 | 0.733 | | |