Change Detection on SkyCap optical SkySat
68.18F1 Score (c)DINOv3 ConvNeXt
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DINOv3 ConvNeXtEncoder=DINOv3 ConvNeXt, Size=Base (~90M parameters), Modality=Optical2025.12 | 68.18 | 53.25 | 67.25 | 69.82 | |
| DINOv3 ViTEncoder=DINOv3 ViT, Size=Base (~90M parameters), Modality=Optical2025.12 | 66.07 | 50.65 | 63.4 | 69.96 | |
| HiViT (optical)Encoder=HiViT, Size=Base (~90M parameters), Modality=Optical2025.12 | 63.31 | 48.18 | 60.15 | 68.67 | |
| MTP (ViT+RVSA)Encoder=MTP (ViT+RVSA), Size=Base (~90M parameters), Modality=Optical2025.12 | 60.86 | 45.44 | 57.05 | 66.46 |