Semantic Segmentation on Optical and Multispectral Segmentation Summary
81.98mIoU (Optical, Macro)DEO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DEOBackbone=Swin, Segmentation Head=UPerNet, Evaluation Protocol=Frozen backbone2026.02 | 81.98 | 57.45 | 69.72 | |
| SatDiFuserSegmentation Head=UPerNet, Evaluation Protocol=Frozen backbone2026.02 | 81.76 | 50.21 | 65.99 | |
| DINOv2-BBackbone=ViT-B, Segmentation Head=UPerNet, Evaluation Protocol=Frozen backbone2026.02 | 79.17 | 46.68 | 62.92 | |
| DINOv3-BBackbone=ViT-B, Segmentation Head=UPerNet, Evaluation Protocol=Frozen backbone2026.02 | 77.61 | 47.94 | 62.78 | |
| DINOv3-LSBackbone=ViT-L, Pre-trained=satellite imagery, Segmentation Head=UPerNet, Evaluation Protocol=Frozen backbone2026.02 | 76.4 | 50.4 | 63.4 | |
| GFMSegmentation Head=UPerNet, Evaluation Protocol=Frozen backbone2026.02 | 75.87 | 49.12 | 62.49 | |
| Cop.-FMSegmentation Head=UPerNet, Evaluation Protocol=Frozen backbone2026.02 | 73.43 | 51.11 | 62.27 | |
| CROMASegmentation Head=UPerNet, Evaluation Protocol=Frozen backbone2026.02 | 72.16 | 53.25 | 62.7 | |
| TerraFMSegmentation Head=UPerNet, Evaluation Protocol=Frozen backbone2026.02 | 71.26 | 50.7 | 60.98 | |
| Scale-MAESegmentation Head=UPerNet, Evaluation Protocol=Frozen backbone2026.02 | 63.17 | 43.5 | 53.33 |