Object Detection on Branches
99.6mAP (50-95)YOLOv8m-seg
Evaluation results
| Method | Links | |
|---|---|---|
| YOLOv8m-segModel Size=medium2026.04 | 99.6 | |
| YOLOv8s-segModel Size=small2026.04 | 99.5 | |
| YOLOv8l-segModel Size=large2026.04 | 99.2 | |
| YOLOv8n-segModel Size=nano2026.04 | 98.9 | |
| YOLOv9c-segModel Size=compact2026.04 | 98.9 | |
| YOLOv9e-segModel Size=extensive2026.04 | 98.8 | |
| YOLOv8x-segModel Size=extra large2026.04 | 98.7 | |
| Mask R-CNNBackbone=ResNet-101, Architecture=C42026.04 | 88.05 | |
| Mask R-CNNBackbone=ResNeXt-101, Architecture=FPN2026.04 | 85.52 | |
| Mask R-CNNBackbone=ResNet-101, Architecture=FPN2026.04 | 84.09 | |
| Mask R-CNNBackbone=ResNet-50, Architecture=FPN2026.04 | 79.19 | |
| Mask R-CNNBackbone=ResNet-101, Architecture=DC52026.04 | 79.12 | |
| Mask R-CNNBackbone=ResNet-50, Architecture=DC52026.04 | 77.54 | |
| Mask R-CNNBackbone=ResNet-50, Architecture=C42026.04 | 76.86 |