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. 2023 Nov 16;13:20077. doi: 10.1038/s41598-023-47460-7

Table 2.

Validation results of YOLOv8 for each class on the GRAZPEDWRI-DX dataset when the input image size is 1024.

Class Boxes Instances Precision Recall mAPval
50
mAPval
50-95
All 47435 9613 0.674 0.605 0.623 0.395
Boneanomaly 276 53 0.505 0.094 0.110 0.035
Bonelesion 45 8 0.629 0.250 0.416 0.212
Fracture 18090 3740 0.885 0.903 0.947 0.572
Metal 818 168 0.878 0.899 0.920 0.768
Periostealreaction 3453 697 0.645 0.684 0.689 0.357
Pronatorsign 567 104 0.561 0.713 0.611 0.338
Softtissue 464 89 0.324 0.315 0.251 0.125
text 23722 4754 0.961 0.984 0.991 0.750