Standing dead tree instance segmentation on Boreal Forest
37.1mIoU TreesTreeMort-3T-UNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TreeMort-3T-UNet2025.03 | 37.1 | 64.18 | 66.87 | 58.95 | 3.7 | |
| MaskFormer2025.03 | 35.03 | 62.02 | 68.82 | 57.74 | 3.04 | |
| U-NetBackbone=EfficientNet-B72025.03 | 34.2 | 63.19 | 66.84 | 56.19 | 2.71 | |
| UNet++Backbone=EfficientNet-B72025.03 | 33.58 | 63.47 | 65.65 | 58.03 | 3.3 | |
| HCF-Net2025.03 | 33.36 | 69.03 | 59.93 | 55.01 | 4.36 | |
| DeepLabv3+2025.03 | 32.63 | 66.57 | 60.15 | 56.91 | 4.77 | |
| FPN2025.03 | 32.51 | 71.98 | 58.68 | 57.7 | 4.15 | |
| PSPNet2025.03 | 32.34 | 63.72 | 64.63 | 57.03 | 3.12 | |
| BEiT2025.03 | 28.17 | 72.07 | 47.84 | 50.21 | 7.37 | |
| DINOv22025.03 | 27.22 | 66.63 | 53.49 | 51.3 | 4.74 | |
| U-Net2025.03 | 26.22 | 67.42 | 46.67 | 44.71 | 8.6 | |
| DETR2025.03 | 24.79 | 70.98 | 44.03 | 45.45 | 7.5 | |
| KokoNet2025.03 | 21.58 | 65.57 | 39.3 | 38.64 | 8.89 |