Instance Segmentation on Branches
82mAPmask50-95YOLOv8s-seg
Evaluation results
| Method | Links | |
|---|---|---|
| YOLOv8s-segModel Size=small2026.04 | 82 | |
| YOLOv8m-segModel Size=medium2026.04 | 81.6 | |
| YOLOv9c-segModel Size=compact2026.04 | 80.9 | |
| YOLOv8l-segModel Size=large2026.04 | 80.1 | |
| YOLOv9e-segModel Size=extensive2026.04 | 80 | |
| YOLOv8n-segModel Size=nano2026.04 | 77.4 | |
| YOLOv8x-segModel Size=extra large2026.04 | 77.1 | |
| Mask R-CNNBackbone=ResNeXt-101, Architecture=FPN2026.04 | 11.55 | |
| Mask R-CNNBackbone=ResNet-101, Architecture=DC52026.04 | 9.94 | |
| Mask R-CNNBackbone=ResNet-50, Architecture=DC52026.04 | 9.16 | |
| Mask R-CNNBackbone=ResNet-50, Architecture=FPN2026.04 | 6.75 | |
| Mask R-CNNBackbone=ResNet-101, Architecture=FPN2026.04 | 2.95 | |
| Mask R-CNNBackbone=ResNet-50, Architecture=C42026.04 | 0.06 | |
| Mask R-CNNBackbone=ResNet-101, Architecture=C42026.04 | 0.05 |