YOLOv11 Model Evaluation Results

Overall Metrics

Model	mAP50-95	mAP50	mAP75
YOLOv11-Nano	0.298	0.475	0.302
YOLOv11-Small	0.352	0.566	0.380
YOLOv11-Medium	0.368	0.576	0.392
YOLOv11-Large	0.389	0.599	0.405
YOLOv11-XLarge	0.370	0.586	0.393

Class	YOLOv11-Nano	YOLOv11-Small	YOLOv11-Medium	YOLOv11-Large	YOLOv11-XLarge
MarginTextZone	0.179	0.234	0.243	0.202	0.251
DefaultLine	0.727	0.738	0.758	0.763	0.759
MainZone	0.856	0.865	0.874	0.886	0.881
RunningTitleZone	0.390	0.465	0.461	0.497	0.398
NumberingZone	0.112	0.158	0.136	0.136	0.121
QuireMarksZone	0.024	0.156	0.128	0.216	0.165
HeadingLine	0.309	0.272	0.345	0.383	0.355
DropCapitalZone	0.253	0.286	0.350	0.313	0.324
StampZone	0.235	0.415	0.417	0.622	0.549
GraphicZone	0.338	0.356	0.374	0.349	0.356
InterlinearLine	0.032	0.075	0.128	0.118	0.122
DigitizationArtefactZone	0.298	0.352	0.368	0.389	0.370
DropCapitalLine	0.120	0.200	0.203	0.184	0.158
DamageZone	0.298	0.352	0.368	0.389	0.370
MusicLine	0.298	0.352	0.368	0.389	0.370
TitlePageZone	0.298	0.352	0.368	0.389	0.370
SealZone	0.298	0.352	0.368	0.389	0.370
MusicZone	0.298	0.352	0.368	0.389	0.370