Upload results.md with huggingface_hub
Browse files- results.md +22 -117
results.md
CHANGED
|
@@ -10,120 +10,25 @@
|
|
| 10 |
| YOLOv11-Large | 0.389 | 0.599 | 0.405 |
|
| 11 |
| YOLOv11-XLarge | 0.370 | 0.586 | 0.393 |
|
| 12 |
|
| 13 |
-
## Per-Class Metrics
|
| 14 |
-
|
| 15 |
-
|
| 16 |
-
|
| 17 |
-
|
| 18 |
-
|
|
| 19 |
-
|
| 20 |
-
|
|
| 21 |
-
|
|
| 22 |
-
|
|
| 23 |
-
|
|
| 24 |
-
|
|
| 25 |
-
|
|
| 26 |
-
|
|
| 27 |
-
|
|
| 28 |
-
|
|
| 29 |
-
|
|
| 30 |
-
|
|
| 31 |
-
|
|
| 32 |
-
|
|
| 33 |
-
|
|
| 34 |
-
|
|
| 35 |
-
| TitlePageZone | 0.298 |
|
| 36 |
-
| SealZone | 0.298 |
|
| 37 |
-
| MusicZone | 0.298 |
|
| 38 |
-
|
| 39 |
-
### YOLOv11-Small
|
| 40 |
-
|
| 41 |
-
| Class | mAP50-95 |
|
| 42 |
-
|-------|----------|
|
| 43 |
-
| MarginTextZone | 0.234 |
|
| 44 |
-
| DefaultLine | 0.738 |
|
| 45 |
-
| MainZone | 0.865 |
|
| 46 |
-
| RunningTitleZone | 0.465 |
|
| 47 |
-
| NumberingZone | 0.158 |
|
| 48 |
-
| QuireMarksZone | 0.156 |
|
| 49 |
-
| HeadingLine | 0.272 |
|
| 50 |
-
| DropCapitalZone | 0.286 |
|
| 51 |
-
| StampZone | 0.415 |
|
| 52 |
-
| GraphicZone | 0.356 |
|
| 53 |
-
| InterlinearLine | 0.075 |
|
| 54 |
-
| DigitizationArtefactZone | 0.352 |
|
| 55 |
-
| DropCapitalLine | 0.200 |
|
| 56 |
-
| DamageZone | 0.352 |
|
| 57 |
-
| MusicLine | 0.352 |
|
| 58 |
-
| TitlePageZone | 0.352 |
|
| 59 |
-
| SealZone | 0.352 |
|
| 60 |
-
| MusicZone | 0.352 |
|
| 61 |
-
|
| 62 |
-
### YOLOv11-Medium
|
| 63 |
-
|
| 64 |
-
| Class | mAP50-95 |
|
| 65 |
-
|-------|----------|
|
| 66 |
-
| MarginTextZone | 0.243 |
|
| 67 |
-
| DefaultLine | 0.758 |
|
| 68 |
-
| MainZone | 0.874 |
|
| 69 |
-
| RunningTitleZone | 0.461 |
|
| 70 |
-
| NumberingZone | 0.136 |
|
| 71 |
-
| QuireMarksZone | 0.128 |
|
| 72 |
-
| HeadingLine | 0.345 |
|
| 73 |
-
| DropCapitalZone | 0.350 |
|
| 74 |
-
| StampZone | 0.417 |
|
| 75 |
-
| GraphicZone | 0.374 |
|
| 76 |
-
| InterlinearLine | 0.128 |
|
| 77 |
-
| DigitizationArtefactZone | 0.368 |
|
| 78 |
-
| DropCapitalLine | 0.203 |
|
| 79 |
-
| DamageZone | 0.368 |
|
| 80 |
-
| MusicLine | 0.368 |
|
| 81 |
-
| TitlePageZone | 0.368 |
|
| 82 |
-
| SealZone | 0.368 |
|
| 83 |
-
| MusicZone | 0.368 |
|
| 84 |
-
|
| 85 |
-
### YOLOv11-Large
|
| 86 |
-
|
| 87 |
-
| Class | mAP50-95 |
|
| 88 |
-
|-------|----------|
|
| 89 |
-
| MarginTextZone | 0.202 |
|
| 90 |
-
| DefaultLine | 0.763 |
|
| 91 |
-
| MainZone | 0.886 |
|
| 92 |
-
| RunningTitleZone | 0.497 |
|
| 93 |
-
| NumberingZone | 0.136 |
|
| 94 |
-
| QuireMarksZone | 0.216 |
|
| 95 |
-
| HeadingLine | 0.383 |
|
| 96 |
-
| DropCapitalZone | 0.313 |
|
| 97 |
-
| StampZone | 0.622 |
|
| 98 |
-
| GraphicZone | 0.349 |
|
| 99 |
-
| InterlinearLine | 0.118 |
|
| 100 |
-
| DigitizationArtefactZone | 0.389 |
|
| 101 |
-
| DropCapitalLine | 0.184 |
|
| 102 |
-
| DamageZone | 0.389 |
|
| 103 |
-
| MusicLine | 0.389 |
|
| 104 |
-
| TitlePageZone | 0.389 |
|
| 105 |
-
| SealZone | 0.389 |
|
| 106 |
-
| MusicZone | 0.389 |
|
| 107 |
-
|
| 108 |
-
### YOLOv11-XLarge
|
| 109 |
-
|
| 110 |
-
| Class | mAP50-95 |
|
| 111 |
-
|-------|----------|
|
| 112 |
-
| MarginTextZone | 0.251 |
|
| 113 |
-
| DefaultLine | 0.759 |
|
| 114 |
-
| MainZone | 0.881 |
|
| 115 |
-
| RunningTitleZone | 0.398 |
|
| 116 |
-
| NumberingZone | 0.121 |
|
| 117 |
-
| QuireMarksZone | 0.165 |
|
| 118 |
-
| HeadingLine | 0.355 |
|
| 119 |
-
| DropCapitalZone | 0.324 |
|
| 120 |
-
| StampZone | 0.549 |
|
| 121 |
-
| GraphicZone | 0.356 |
|
| 122 |
-
| InterlinearLine | 0.122 |
|
| 123 |
-
| DigitizationArtefactZone | 0.370 |
|
| 124 |
-
| DropCapitalLine | 0.158 |
|
| 125 |
-
| DamageZone | 0.370 |
|
| 126 |
-
| MusicLine | 0.370 |
|
| 127 |
-
| TitlePageZone | 0.370 |
|
| 128 |
-
| SealZone | 0.370 |
|
| 129 |
-
| MusicZone | 0.370 |
|
|
|
|
| 10 |
| YOLOv11-Large | 0.389 | 0.599 | 0.405 |
|
| 11 |
| YOLOv11-XLarge | 0.370 | 0.586 | 0.393 |
|
| 12 |
|
| 13 |
+
## Per-Class mAP50-95 Metrics
|
| 14 |
+
|
| 15 |
+
| Class | YOLOv11-Nano | YOLOv11-Small | YOLOv11-Medium | YOLOv11-Large | YOLOv11-XLarge |
|
| 16 |
+
|--------|-----------|-----------|-----------|-----------|-----------|
|
| 17 |
+
| MarginTextZone | 0.179 | 0.234 | 0.243 | 0.202 | 0.251 |
|
| 18 |
+
| DefaultLine | 0.727 | 0.738 | 0.758 | 0.763 | 0.759 |
|
| 19 |
+
| MainZone | 0.856 | 0.865 | 0.874 | 0.886 | 0.881 |
|
| 20 |
+
| RunningTitleZone | 0.390 | 0.465 | 0.461 | 0.497 | 0.398 |
|
| 21 |
+
| NumberingZone | 0.112 | 0.158 | 0.136 | 0.136 | 0.121 |
|
| 22 |
+
| QuireMarksZone | 0.024 | 0.156 | 0.128 | 0.216 | 0.165 |
|
| 23 |
+
| HeadingLine | 0.309 | 0.272 | 0.345 | 0.383 | 0.355 |
|
| 24 |
+
| DropCapitalZone | 0.253 | 0.286 | 0.350 | 0.313 | 0.324 |
|
| 25 |
+
| StampZone | 0.235 | 0.415 | 0.417 | 0.622 | 0.549 |
|
| 26 |
+
| GraphicZone | 0.338 | 0.356 | 0.374 | 0.349 | 0.356 |
|
| 27 |
+
| InterlinearLine | 0.032 | 0.075 | 0.128 | 0.118 | 0.122 |
|
| 28 |
+
| DigitizationArtefactZone | 0.298 | 0.352 | 0.368 | 0.389 | 0.370 |
|
| 29 |
+
| DropCapitalLine | 0.120 | 0.200 | 0.203 | 0.184 | 0.158 |
|
| 30 |
+
| DamageZone | 0.298 | 0.352 | 0.368 | 0.389 | 0.370 |
|
| 31 |
+
| MusicLine | 0.298 | 0.352 | 0.368 | 0.389 | 0.370 |
|
| 32 |
+
| TitlePageZone | 0.298 | 0.352 | 0.368 | 0.389 | 0.370 |
|
| 33 |
+
| SealZone | 0.298 | 0.352 | 0.368 | 0.389 | 0.370 |
|
| 34 |
+
| MusicZone | 0.298 | 0.352 | 0.368 | 0.389 | 0.370 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|