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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
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Dataset used to train neuralshift/doc-layout-yolov8s