Semantic Segmentation on FLAIR Cross-Regional
63.18mIoUSpectralMoE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SpectralMoEModel Category=Ours2026.03 | 63.18 | 76.52 | |
| DepthForgeModel Category=Foundation model-based DGSS Models2026.03 | 61.56 | 74.14 | |
| REINModel Category=Foundation model-based DGSS Models2026.03 | 60.46 | 73.76 | |
| FADAModel Category=Foundation model-based DGSS Models2026.03 | 60.12 | 74.11 | |
| DINOv3Model Category=Visual Foundation Models, Backbone Status=Freeze Backbone2026.03 | 59.6 | 73.4 | |
| SETModel Category=Foundation model-based DGSS Models2026.03 | 58.84 | 73.23 | |
| DINOv2Model Category=Visual Foundation Models, Backbone Status=Freeze Backbone2026.03 | 58.38 | 73.03 | |
| DOFAModel Category=Remote Sensing Foundation Models, Backbone Status=Freeze Backbone2026.03 | 58.25 | 72.67 | |
| EVA02Model Category=Visual Foundation Models, Backbone Status=Freeze Backbone2026.03 | 57.52 | 71.59 | |
| CLIPModel Category=Visual Foundation Models, Backbone Status=Freeze Backbone2026.03 | 56.81 | 70.24 | |
| SAMModel Category=Visual Foundation Models, Backbone Status=Freeze Backbone2026.03 | 56.65 | 71.92 | |
| CopernicusModel Category=Remote Sensing Foundation Models, Backbone Status=Freeze Backbone2026.03 | 56.15 | 71.84 | |
| SenPaMAEModel Category=Remote Sensing Foundation Models, Backbone Status=Freeze Backbone2026.03 | 55.48 | 70.34 | |
| DSTCModel Category=Spectral Remote Sensing Domain Generalized Semantic Segmentation Models2026.03 | 53.42 | 68.05 | |
| SoftConModel Category=Remote Sensing Foundation Models, Backbone Status=Freeze Backbone2026.03 | 53.21 | 68.27 | |
| GalileoModel Category=Remote Sensing Foundation Models, Backbone Status=Freeze Backbone2026.03 | 52.07 | 67.58 |