Object Detection on PASCAL VOC 2007 (test) (mAP50, mAP75, mAP50:95)
76.2mAP50MoEIoU
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MoEIoUArchitecture=YOLOv122026.05 | 76.2 | 61 | 55 | |
| DIoUArchitecture=YOLOv122026.05 | 75.4 | 59.6 | 54.3 | |
| SIoUArchitecture=YOLOv122026.05 | 75.4 | 59.7 | 54.3 | |
| PIoUArchitecture=YOLOv122026.05 | 75.4 | 59.5 | 54.2 | |
| UIoUArchitecture=YOLOv122026.05 | 75.3 | 59.4 | 54.2 | |
| WIoUArchitecture=YOLOv122026.05 | 75.2 | 59.4 | 53.9 | |
| GIoUArchitecture=YOLOv122026.05 | 75.1 | 60.1 | 54.4 | |
| CIoUArchitecture=YOLOv122026.05 | 74.8 | 58.8 | 53.9 | |
| EIoUArchitecture=YOLOv122026.05 | 74.5 | 58.6 | 53.2 | |
| MoEIoUArchitecture=YOLO262026.05 | 74.1 | 57.9 | 52.4 | |
| SIoUArchitecture=YOLO262026.05 | 73.4 | 56.9 | 52.1 | |
| WIoUArchitecture=YOLO262026.05 | 72.9 | 57.8 | 51.6 | |
| GIoUArchitecture=YOLO262026.05 | 72.8 | 57 | 51.9 | |
| DIoUArchitecture=YOLO262026.05 | 72.7 | 57 | 51.8 | |
| PIoUArchitecture=YOLO262026.05 | 72.6 | 56.8 | 51.4 | |
| UIoUArchitecture=YOLO262026.05 | 72.6 | 56.5 | 51.4 | |
| EIoUArchitecture=YOLO262026.05 | 72.4 | 56.3 | 51.1 | |
| CIoUArchitecture=YOLO262026.05 | 72.3 | 56.9 | 51.4 |