Semantic Segmentation on EnMAP CDL
74mIoUSpectralEarth-FM-a
Evaluation results
| Method | Links | |
|---|---|---|
| SpectralEarth-FM-aSensor branch routing=multi-branch, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 74 | |
| SpectralEarth-FM-sSensor branch routing=single-branch, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 72.4 | |
| Spec. ViT-BModel scale=Base, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 70.9 | |
| Spec. ViT-LModel scale=Large, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 70.5 | |
| PanopticonEvaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 61.5 | |
| HyperSIGMA-LModel scale=Large, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 58.4 | |
| HyperSIGMA-BModel scale=Base, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 58.2 | |
| CARLEvaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 57.4 | |
| DOFA-BModel scale=Base, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 55.6 | |
| DOFA-LModel scale=Large, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 54.6 | |
| SpecAwareEvaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 51.9 |