wjbmattingly/cultural-objects-yolov11

YOLOv11 Model Evaluation Results

Overall Metrics

Model	mAP50-95	mAP50	mAP75
YOLOv11-Nano	0.794	0.898	0.887
YOLOv11-Small	0.916	0.982	0.967
YOLOv11-Medium	0.885	0.979	0.921
YOLOv11-Large	0.886	0.970	0.966
YOLOv11-XLarge	0.873	0.976	0.953

Per-Class mAP50-95 Metrics

Class	YOLOv11-Nano	YOLOv11-Small	YOLOv11-Medium	YOLOv11-Large	YOLOv11-XLarge
accession	0.697	0.995	0.995	0.895	0.796
barcode	0.873	0.949	0.898	0.922	0.972
color-grader	0.995	0.995	0.995	0.995	0.995
objects	0.616	0.818	0.732	0.834	0.801
other	0.794	0.916	0.885	0.886	0.873
ruler	0.791	0.824	0.805	0.783	0.801