Semantic Segmentation on EnMAP EuCrops
63.5mIoUSpectralEarth-FM-a
Evaluation Results
| Method | Links | |
|---|---|---|
| SpectralEarth-FM-aSensor branch routing=multi-branch, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 63.5 | |
| SpectralEarth-FM-sSensor branch routing=single-branch, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 62.1 | |
| Spec. ViT-LModel scale=Large, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 60.9 | |
| Spec. ViT-BModel scale=Base, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 60.7 | |
| PanopticonEvaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 49.6 | |
| HyperSIGMA-BModel scale=Base, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 47.6 | |
| CARLEvaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 47 | |
| HyperSIGMA-LModel scale=Large, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 46 | |
| DOFA-BModel scale=Base, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 44.9 | |
| DOFA-LModel scale=Large, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 44.4 | |
| SpecAwareEvaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 44.2 |