Semantic Segmentation on OpenEarthMap (Cross-Continent)
68.57mIoUSpectralMoE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SpectralMoEModel Category=Ours2026.03 | 68.57 | 80.17 | |
| DepthForgeModel Category=Foundation model-based DGSS Models2026.03 | 66.85 | 79.7 | |
| REINModel Category=Foundation model-based DGSS Models2026.03 | 66.76 | 78.81 | |
| FADAModel Category=Foundation model-based DGSS Models2026.03 | 66.08 | 78.87 | |
| DINOv3Model Category=Visual Foundation Models, Backbone Status=Freeze Backbone2026.03 | 65.48 | 77.02 | |
| SETModel Category=Foundation model-based DGSS Models2026.03 | 64.41 | 78.6 | |
| DINOv2Model Category=Visual Foundation Models, Backbone Status=Freeze Backbone2026.03 | 64.37 | 76.79 | |
| CLIPModel Category=Visual Foundation Models, Backbone Status=Freeze Backbone2026.03 | 61.93 | 78.12 | |
| EVA02Model Category=Visual Foundation Models, Backbone Status=Freeze Backbone2026.03 | 61.83 | 75.45 | |
| DOFAModel Category=Remote Sensing Foundation Models, Backbone Status=Freeze Backbone2026.03 | 58.49 | 73.7 | |
| SAMModel Category=Visual Foundation Models, Backbone Status=Freeze Backbone2026.03 | 56.45 | 73.32 | |
| CopernicusModel Category=Remote Sensing Foundation Models, Backbone Status=Freeze Backbone2026.03 | 48.37 | 69.16 | |
| DSTCModel Category=Spectral Remote Sensing Domain Generalized Semantic Segmentation Models2026.03 | 46.49 | 63.17 | |
| SenPaMAEModel Category=Remote Sensing Foundation Models, Backbone Status=Freeze Backbone2026.03 | 44.13 | 60.56 | |
| SoftConModel Category=Remote Sensing Foundation Models, Backbone Status=Freeze Backbone2026.03 | 39.63 | 60.15 | |
| GalileoModel Category=Remote Sensing Foundation Models, Backbone Status=Freeze Backbone2026.03 | 35.95 | 57.12 |