Object Detection on MS COCO 20% subset (test)
48.6mAP@0.50MoEIoU
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MoEIoUModel Architecture=YOLOv122026.05 | 48.6 | 35.7 | 33.1 | |
| WIoUModel Architecture=YOLOv122026.05 | 47.7 | 35.4 | 32.9 | |
| CIoUModel Architecture=YOLOv122026.05 | 47.5 | 35.1 | 32.7 | |
| PIoUModel Architecture=YOLOv122026.05 | 47.3 | 34.9 | 32.6 | |
| DIoUModel Architecture=YOLOv122026.05 | 47.1 | 35.1 | 32.5 | |
| UIoUModel Architecture=YOLOv122026.05 | 47.1 | 35 | 32.5 | |
| EIoUModel Architecture=YOLOv122026.05 | 46.9 | 34.9 | 32.3 | |
| SIoUModel Architecture=YOLOv122026.05 | 46.9 | 34.9 | 32.3 | |
| GIoUModel Architecture=YOLOv122026.05 | 46.6 | 34.8 | 32.1 | |
| MoEIoUModel Architecture=YOLO262026.05 | 46.6 | 34.9 | 32.3 | |
| CIoUModel Architecture=YOLO262026.05 | 46.4 | 34.7 | 32.2 | |
| WIoUModel Architecture=YOLO262026.05 | 46.4 | 34.7 | 31.9 | |
| GIoUModel Architecture=YOLO262026.05 | 46.3 | 34.8 | 32.1 | |
| SIoUModel Architecture=YOLO262026.05 | 46.2 | 34.7 | 32 | |
| PIoUModel Architecture=YOLO262026.05 | 46.2 | 34.7 | 32 | |
| EIoUModel Architecture=YOLO262026.05 | 46.1 | 34.2 | 31.7 | |
| UIoUModel Architecture=YOLO262026.05 | 46 | 34.3 | 31.8 | |
| DIoUModel Architecture=YOLO262026.05 | 45.8 | 34.1 | 31.7 |