TIoU-YOLOv8n-Pruned reached 94.1% accuracy and 57.2% mAP@0.5:0.95, outperforming YOLOv5n, YOLOv8n, YOLOv11n and other YOLO variants.

Claim · model-written summary

TIoU-YOLOv8n-Pruned reached 94.1% accuracy and 57.2% mAP@0.5:0.95, outperforming YOLOv5n, YOLOv8n, YOLOv11n and other YOLO variants.

Taxon

Walnutt0

Outcome

accuracy and mAP@0.5:0.95e0

Direction

outperforminge0

Value

94.1% and 57.2%e0

Comparator

YOLOv5n, YOLOv8n, YOLOv11ne0

Not reportedMaterialGeneCompoundOrgan / stageInteractorInteractor roleSecond interactorSecond interactor roleTreatmentSettingQualifier

Verbatim

t0

“Walnut Trunks”

e0

“while its accuracy and mAP@0.5:0.95 reach 94.1% and 57.2%, outperforming YOLOv5n, YOLOv8n, YOLOv11n”