Defect Detection on Casting Billet
78.8mAP@.5Swin-Base
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Swin-BaseParams=107.4M, GPU Load=2843MiB, FPS=23.42025.09 | 78.8 | 48.4 | |
| YOLOv12sParams=35.3M, GPU Load=535MiB, FPS=70.52025.09 | 77.2 | 47.1 | |
| CSPDarknetParams=11.1M, GPU Load=1851MiB, FPS=94.92025.09 | 77.2 | 44.9 | |
| YOLOv8sParams=11.1M, GPU Load=1851MiB, FPS=94.52025.09 | 75.1 | 43.9 | |
| YOLOv11sParams=36.0M, GPU Load=531MiB, FPS=111.42025.09 | 74.7 | 45.2 | |
| RT-DETRParams=125.2M, GPU Load=2797MiB, FPS=26.52025.09 | 73.1 | 45.4 | |
| SLF-YOLOParams=10.2M, GPU Load=368MiB, FPS=78.62025.09 | 72.6 | 38.6 |