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license: apache-2.0 |
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pipeline_tag: image-segmentation |
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# YOLOv11 Model Evaluation Results |
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## Overall Metrics |
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| Model | mAP50-95 | mAP50 | mAP75 | |
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|-------|-----------|--------|--------| |
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| YOLOv11-Nano | 0.794 | 0.898 | 0.887 | |
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| YOLOv11-Small | 0.916 | 0.982 | 0.967 | |
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| YOLOv11-Medium | 0.885 | 0.979 | 0.921 | |
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| YOLOv11-Large | 0.886 | 0.970 | 0.966 | |
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| YOLOv11-XLarge | 0.873 | 0.976 | 0.953 | |
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## Per-Class mAP50-95 Metrics |
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| Class | YOLOv11-Nano | YOLOv11-Small | YOLOv11-Medium | YOLOv11-Large | YOLOv11-XLarge | |
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|--------|-----------|-----------|-----------|-----------|-----------| |
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| accession | 0.697 | 0.995 | 0.995 | 0.895 | 0.796 | |
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| barcode | 0.873 | 0.949 | 0.898 | 0.922 | 0.972 | |
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| color-grader | 0.995 | 0.995 | 0.995 | 0.995 | 0.995 | |
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| objects | 0.616 | 0.818 | 0.732 | 0.834 | 0.801 | |
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| other | 0.794 | 0.916 | 0.885 | 0.886 | 0.873 | |
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| ruler | 0.791 | 0.824 | 0.805 | 0.783 | 0.801 | |
