Semantic Segmentation on SAR One-Domain-Gap (All)
62.7Average ScoreCrossEarth-SAR-L*
Evaluation results
| Method | Links | |
|---|---|---|
| CrossEarth-SAR-L*Backbone=ViT-L, Total Parameters=1.3B, Activated Parameters=300M, PEFT Strategy=Earth-Adapter2026.03 | 62.7 | |
| CrossEarth-SAR-LBackbone=ViT-L, Total Parameters=1.3B, Activated Parameters=300M2026.03 | 61.9 | |
| CrossEarth-SAR-BBackbone=ViT-B, Total Parameters=300M, Activated Parameters=80M2026.03 | 61.1 | |
| CrossEarth-SAR-SBackbone=ViT-S, Total Parameters=90M, Activated Parameters=20M2026.03 | 59.7 | |
| DINOv2 (Baseline)Backbone=ViT-L, Total Parameters=300M2026.03 | 55.5 | |
| DINOv3Backbone=ViT-L, Total Parameters=300M2026.03 | 53 | |
| SARATR-XBackbone=HiViT-B, Total Parameters=60M2026.03 | 49.3 | |
| MTPBackbone=ViT-L, Total Parameters=300M2026.03 | 44.7 | |
| SatMAEBackbone=ViT-L, Total Parameters=300M2026.03 | 30.7 | |
| S12-DINOBackbone=ViT-S, Total Parameters=20M2026.03 | 30.5 | |
| ScaleMAEBackbone=ViT-L, Total Parameters=300M2026.03 | 28.2 | |
| DOFABackbone=ViT-B, Total Parameters=80M2026.03 | 26.8 | |
| S12-MoCoBackbone=ViT-S, Total Parameters=20M2026.03 | 25.6 | |
| S12-MAEBackbone=ViT-S, Total Parameters=20M2026.03 | 21 | |
| RemoteCLIPBackbone=ViT-L, Total Parameters=300M2026.03 | 21 |