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Benchmarks
Defect Detection on Casting Billet
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78.8
mAP@.5
Swin-Base
72.352
74.026
75.7
77.374
Sep 23, 2025
mAP@.5
mAP@.5:.95
Updated 7d ago
Evaluation Results
Method
Method
Links
mAP@.5
mAP@.5:.95
Swin-Base
Params=107.4M, GPU Loa...
2025.09
78.8
48.4
YOLOv12s
Params=35.3M, GPU Load...
2025.09
77.2
47.1
CSPDarknet
Params=11.1M, GPU Load...
2025.09
77.2
44.9
YOLOv8s
Params=11.1M, GPU Load...
2025.09
75.1
43.9
YOLOv11s
Params=36.0M, GPU Load...
2025.09
74.7
45.2
RT-DETR
Params=125.2M, GPU Loa...
2025.09
73.1
45.4
SLF-YOLO
Params=10.2M, GPU Load...
2025.09
72.6
38.6
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