Update README.md
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README.md
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@@ -26,120 +26,25 @@ This a collection of YOLOv11 models trained on the CATMuS Medieval Segmentation
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| YOLOv11-Large | 0.389 | 0.599 | 0.405 |
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| YOLOv11-XLarge | 0.370 | 0.586 | 0.393 |
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## Per-Class Metrics
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| TitlePageZone | 0.298 |
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| SealZone | 0.298 |
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| MusicZone | 0.298 |
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### YOLOv11-Small
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| Class | mAP50-95 |
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|-------|----------|
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| MarginTextZone | 0.234 |
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| DefaultLine | 0.738 |
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| MainZone | 0.865 |
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| RunningTitleZone | 0.465 |
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| NumberingZone | 0.158 |
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| QuireMarksZone | 0.156 |
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| HeadingLine | 0.272 |
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| DropCapitalZone | 0.286 |
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| StampZone | 0.415 |
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| GraphicZone | 0.356 |
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| InterlinearLine | 0.075 |
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| DigitizationArtefactZone | 0.352 |
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| DropCapitalLine | 0.200 |
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| DamageZone | 0.352 |
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| MusicLine | 0.352 |
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| TitlePageZone | 0.352 |
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| SealZone | 0.352 |
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| MusicZone | 0.352 |
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### YOLOv11-Medium
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| Class | mAP50-95 |
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|-------|----------|
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| MarginTextZone | 0.243 |
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| DefaultLine | 0.758 |
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| MainZone | 0.874 |
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| RunningTitleZone | 0.461 |
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| NumberingZone | 0.136 |
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| QuireMarksZone | 0.128 |
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| HeadingLine | 0.345 |
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| DropCapitalZone | 0.350 |
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| StampZone | 0.417 |
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| GraphicZone | 0.374 |
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| InterlinearLine | 0.128 |
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| DigitizationArtefactZone | 0.368 |
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| DropCapitalLine | 0.203 |
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| DamageZone | 0.368 |
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| MusicLine | 0.368 |
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| TitlePageZone | 0.368 |
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| SealZone | 0.368 |
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| MusicZone | 0.368 |
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### YOLOv11-Large
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| Class | mAP50-95 |
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|-------|----------|
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| MarginTextZone | 0.202 |
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| DefaultLine | 0.763 |
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| MainZone | 0.886 |
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| RunningTitleZone | 0.497 |
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| NumberingZone | 0.136 |
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| QuireMarksZone | 0.216 |
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| HeadingLine | 0.383 |
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| DropCapitalZone | 0.313 |
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| StampZone | 0.622 |
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| GraphicZone | 0.349 |
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| InterlinearLine | 0.118 |
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| DigitizationArtefactZone | 0.389 |
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| DropCapitalLine | 0.184 |
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| DamageZone | 0.389 |
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| MusicLine | 0.389 |
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| TitlePageZone | 0.389 |
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| SealZone | 0.389 |
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| MusicZone | 0.389 |
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### YOLOv11-XLarge
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| Class | mAP50-95 |
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|-------|----------|
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| MarginTextZone | 0.251 |
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| DefaultLine | 0.759 |
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| MainZone | 0.881 |
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| RunningTitleZone | 0.398 |
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| NumberingZone | 0.121 |
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| QuireMarksZone | 0.165 |
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| HeadingLine | 0.355 |
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| DropCapitalZone | 0.324 |
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| StampZone | 0.549 |
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| GraphicZone | 0.356 |
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| InterlinearLine | 0.122 |
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| DigitizationArtefactZone | 0.370 |
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| DropCapitalLine | 0.158 |
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| DamageZone | 0.370 |
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| MusicLine | 0.370 |
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| TitlePageZone | 0.370 |
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| SealZone | 0.370 |
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| MusicZone | 0.370 |
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| YOLOv11-Large | 0.389 | 0.599 | 0.405 |
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| YOLOv11-XLarge | 0.370 | 0.586 | 0.393 |
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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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| MarginTextZone | 0.179 | 0.234 | 0.243 | 0.202 | 0.251 |
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| DefaultLine | 0.727 | 0.738 | 0.758 | 0.763 | 0.759 |
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| MainZone | 0.856 | 0.865 | 0.874 | 0.886 | 0.881 |
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| RunningTitleZone | 0.390 | 0.465 | 0.461 | 0.497 | 0.398 |
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| NumberingZone | 0.112 | 0.158 | 0.136 | 0.136 | 0.121 |
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| QuireMarksZone | 0.024 | 0.156 | 0.128 | 0.216 | 0.165 |
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| HeadingLine | 0.309 | 0.272 | 0.345 | 0.383 | 0.355 |
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| DropCapitalZone | 0.253 | 0.286 | 0.350 | 0.313 | 0.324 |
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| StampZone | 0.235 | 0.415 | 0.417 | 0.622 | 0.549 |
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| GraphicZone | 0.338 | 0.356 | 0.374 | 0.349 | 0.356 |
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| InterlinearLine | 0.032 | 0.075 | 0.128 | 0.118 | 0.122 |
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| DigitizationArtefactZone | 0.298 | 0.352 | 0.368 | 0.389 | 0.370 |
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| DropCapitalLine | 0.120 | 0.200 | 0.203 | 0.184 | 0.158 |
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| DamageZone | 0.298 | 0.352 | 0.368 | 0.389 | 0.370 |
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| MusicLine | 0.298 | 0.352 | 0.368 | 0.389 | 0.370 |
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| TitlePageZone | 0.298 | 0.352 | 0.368 | 0.389 | 0.370 |
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| SealZone | 0.298 | 0.352 | 0.368 | 0.389 | 0.370 |
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| MusicZone | 0.298 | 0.352 | 0.368 | 0.389 | 0.370 |
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