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Benchmarks
Object Detection on Casting Billet Mini50
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56.3
mAP@.5
AGSSP
13.66
24.73
35.8
46.87
Sep 23, 2025
mAP@.5
mAP@.5:.95
Updated 7d ago
Evaluation Results
Method
Method
Links
mAP@.5
mAP@.5:.95
AGSSP
Backbone=Swin-Base, Pr...
2025.09
56.3
29.8
AGSSP
Backbone=CSPDarknet, P...
2025.09
55.8
29.5
COCO
Backbone=CSPDarknet, P...
2025.09
52.7
29.3
AGSSP
Backbone=ResNet50, Pre...
2025.09
50.9
25.4
ImageNet
Backbone=ResNet50, Pre...
2025.09
30.8
11.2
ImageNet
Backbone=CSPDarknet, P...
2025.09
23.6
7.9
SimMIM
Backbone=Swin-Base, Pr...
2025.09
15.3
5.3
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