Building Extraction on Unseen Region and Polarization (F2A)
16.9mIoUCrossEarth-SAR-L
Evaluation Results
| Method | Links | |
|---|---|---|
| CrossEarth-SAR-LBackbone=ViT-L [7], Parameters=1.3B (300M)2026.03 | 16.9 | |
| CrossEarth-SAR-L*Backbone=ViT-L [7], Parameters=1.3B (300M)2026.03 | 16.1 | |
| DINOv3Backbone=ViT-L [7], Parameters=300M2026.03 | 15.7 | |
| CrossEarth-SAR-BBackbone=ViT-B [7], Parameters=300M (80M)2026.03 | 15.2 | |
| CrossEarth-SAR-SBackbone=ViT-S [7], Parameters=90M (20M)2026.03 | 14.1 | |
| DINOv2 (Baseline)Backbone=ViT-L [7], Parameters=300M2026.03 | 13.4 | |
| SARATR-XBackbone=HiViT-B [67], Parameters=60M2026.03 | 13 | |
| RemoteCLIPBackbone=ViT-L [7], Parameters=300M2026.03 | 12.6 | |
| S12-MAEBackbone=ViT-S [7], Parameters=20M2026.03 | 12.1 | |
| SatMAEBackbone=ViT-L [7], Parameters=300M2026.03 | 11.8 | |
| DOFABackbone=ViT-B [7], Parameters=80M2026.03 | 10.3 | |
| S12-DINOBackbone=ViT-S [7], Parameters=20M2026.03 | 8.9 | |
| S12-MoCoBackbone=ViT-S [7], Parameters=20M2026.03 | 7.4 | |
| MTPBackbone=ViT-L [7], Parameters=300M2026.03 | 2.6 | |
| ScaleMAEBackbone=ViT-L [7], Parameters=300M2026.03 | 2.4 |