Semantic Segmentation on Potsdam&Vaihingen Cross Spectral Band
64.99mIoUSpectralMoE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SpectralMoEModel Category=Ours2026.03 | 64.99 | 85.43 | |
| REINModel Category=Foundation model-based DGSS Models2026.03 | 60.54 | 81.36 | |
| DepthForgeModel Category=Foundation model-based DGSS Models2026.03 | 59.57 | 81.51 | |
| FADAModel Category=Foundation model-based DGSS Models2026.03 | 59.33 | 80.11 | |
| DINOv3Model Category=Visual Foundation Models, Backbone Status=Freeze Backbone2026.03 | 58.79 | 80.27 | |
| SETModel Category=Foundation model-based DGSS Models2026.03 | 55.8 | 78.85 | |
| DINOv2Model Category=Visual Foundation Models, Backbone Status=Freeze Backbone2026.03 | 55.39 | 77.68 | |
| EVA02Model Category=Visual Foundation Models, Backbone Status=Freeze Backbone2026.03 | 42.81 | 65.27 | |
| CLIPModel Category=Visual Foundation Models, Backbone Status=Freeze Backbone2026.03 | 40.84 | 64.17 | |
| SAMModel Category=Visual Foundation Models, Backbone Status=Freeze Backbone2026.03 | 40.48 | 63.57 | |
| DOFAModel Category=Remote Sensing Foundation Models, Backbone Status=Freeze Backbone2026.03 | 38.1 | 58.74 | |
| SenPaMAEModel Category=Remote Sensing Foundation Models, Backbone Status=Freeze Backbone2026.03 | 19.6 | 34.4 | |
| DSTCModel Category=Spectral Remote Sensing Domain Generalized Semantic Segmentation Models2026.03 | 16.62 | 32.54 | |
| CopernicusModel Category=Remote Sensing Foundation Models, Backbone Status=Freeze Backbone2026.03 | 15.91 | 30.76 | |
| GalileoModel Category=Remote Sensing Foundation Models, Backbone Status=Freeze Backbone2026.03 | 11.69 | 27.12 | |
| SoftConModel Category=Remote Sensing Foundation Models, Backbone Status=Freeze Backbone2026.03 | 11.27 | 24.05 |