Semantic Segmentation on OxHyperMinerals
78.9mIoUSpectralEarth-FM-a
Evaluation results
| Method | Links | |
|---|---|---|
| SpectralEarth-FM-aSensor branch routing=multi-branch, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 78.9 | |
| SpectralEarth-FM-sSensor branch routing=single-branch, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 77.6 | |
| Spec. ViT-BModel scale=Base, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 66.1 | |
| Spec. ViT-LModel scale=Large, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 65.8 | |
| HyperSIGMA-BModel scale=Base, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 65.6 | |
| HyperSIGMA-LModel scale=Large, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 64.4 | |
| PanopticonEvaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 62.6 | |
| DOFA-BModel scale=Base, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 61.2 | |
| CARLEvaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 61.1 | |
| DOFA-LModel scale=Large, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 56.2 | |
| SpecAwareEvaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.05 | 37.9 |