metadata
license: apache-2.0
pipeline_tag: image-segmentation
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 |