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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
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Dataset used to train neuralshift/doc-layout-yolov8n