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results are different in two ways #507

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muzili-pengyang opened this issue Jan 10, 2025 · 0 comments

muzili-pengyang commented Jan 10, 2025

terminal command : yolo val model=yolov10n.yaml data=coco.yaml batch=256
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.290
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.418
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.307
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.085
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.297
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.529

script command : model=YOLO('yolov10i.yaml')
model.val(data='coco.yaml',batch=256)
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.385
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.538
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.417
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.189
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] =0.424
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.547

Different results for accuracy metrics : mAP

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