Change Detection on SkyCap SAR Capella X-band 1.0 (test)
45.06F1 ScoreMTP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MTPEncoder=MTP ViT+RVSA (optical), Preprocessing=dB+Z-score2025.12 | 45.06 | 31.68 | 41.73 | 51.51 | |
| MTPEncoder=MTP ViT+RVSA (optical), Preprocessing=linear+Z-score2025.12 | 44.52 | 31.12 | 40.6 | 52.22 | |
| CapALOS-XEncoder=CapALOS-X, Preprocessing=linear2025.12 | 44.35 | 30.87 | 41.81 | 49.94 | |
| DINOv3Encoder=DINOv3 ConvNeXt (optical), Preprocessing=linear+Z-score2025.12 | 44.25 | 31.03 | 41.92 | 49.29 | |
| DINOv3Encoder=DINOv3 ConvNeXt (optical), Preprocessing=dB+Z-score2025.12 | 44.18 | 31.02 | 45.57 | 44.96 | |
| DINOv3Encoder=DINOv3 ConvNeXt (optical), Preprocessing=linear2025.12 | 43.53 | 30.47 | 40.8 | 49.27 | |
| DINOv3Encoder=DINOv3 ViT (optical), Preprocessing=dB+Z-score2025.12 | 42.4 | 29.18 | 36.84 | 53.52 | |
| MTPEncoder=MTP ViT+RVSA (optical), Preprocessing=linear2025.12 | 42.2 | 29.35 | 40.53 | 48.93 | |
| HiViTEncoder=HiViT (optical), Preprocessing=dB+Z-score2025.12 | 42.11 | 29.04 | 39.15 | 48.78 | |
| CapellaXEncoder=CapellaX, Preprocessing=linear2025.12 | 42.06 | 28.9 | 38.86 | 48.44 | |
| HiViTEncoder=HiViT (optical), Preprocessing=linear+Z-score2025.12 | 41.71 | 28.6 | 38.63 | 48.41 | |
| HiViTEncoder=HiViT (optical), Preprocessing=linear2025.12 | 41.63 | 28.44 | 39.39 | 46.86 | |
| DINOv3Encoder=DINOv3 ViT (optical), Preprocessing=linear2025.12 | 41.6 | 28.8 | 38.8 | 48.63 | |
| DINOv3Encoder=DINOv3 ViT (optical), Preprocessing=linear+Z-score2025.12 | 41.2 | 28.41 | 37.42 | 49.37 | |
| SARATR-XEncoder=SARATR-X, Preprocessing=linear2025.12 | 40.03 | 27.11 | 36.99 | 46.19 | |
| CapALOS-XEncoder=CapALOS-X, Preprocessing=dB+Z-score2025.12 | 39.7 | 27.04 | 36.53 | 46.13 | |
| CapellaXEncoder=CapellaX, Preprocessing=dB+Z-score2025.12 | 38.76 | 26.15 | 32.04 | 48.95 | |
| SARATR-XEncoder=SARATR-X, Preprocessing=dB+Z-score2025.12 | 34.97 | 23.14 | 32.04 | 42.22 |