Surface Defect Detection on GC10-DET
70.1mAPYolov9
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Yolov9Model=Yolov92026.06 | 70.1 | 96.1 | 95.2 | 95.2 | 79.1 | 64.9 | 67.1 | 25.4 | 54.5 | 44.2 | 79.1 | |
| RT-DETRModel=RT-DETR2026.06 | 69.2 | 98 | 90.2 | 92.1 | 76.2 | 46.7 | 66.4 | 36.5 | 26.2 | 84.7 | 80.6 | |
| MSC-DNetModel=MSC-DNet2026.06 | 69.1 | 97.7 | 95.2 | 92.5 | 75.2 | 67 | 61.1 | 37.6 | 48.8 | 31.2 | 84.5 | |
| Yolov8Model=Yolov82026.06 | 67.5 | 99.3 | 90.6 | 96.6 | 76.2 | 57.1 | 65.8 | 30.4 | 27.9 | 55.7 | 74.9 | |
| Faster R-CNNModel=Faster R-CNN2026.06 | 66.7 | 92.8 | 82.4 | 94.5 | 79.9 | 69.1 | 56 | 20.6 | 56.6 | 40.3 | 74.6 | |
| Dcc-CenterNetModel=Dcc-CenterNet2026.06 | 61.9 | 84.1 | 95.5 | 96.2 | 77.3 | 50.9 | 54.8 | 30.2 | 13.9 | 49.9 | 76.6 |