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ResearchFormerly WizWand

Semantic Segmentation on EnMAP EuCrops

63.5mIoUSpectralEarth-FM-a
43.42848.63953.8559.061May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SpectralEarth-FM-aSensor branch routing=multi-branch, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.0563.5
SpectralEarth-FM-sSensor branch routing=single-branch, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.0562.1
Spec. ViT-LModel scale=Large, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.0560.9
Spec. ViT-BModel scale=Base, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.0560.7
PanopticonEvaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.0549.6
HyperSIGMA-BModel scale=Base, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.0547.6
CARLEvaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.0547
HyperSIGMA-LModel scale=Large, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.0546
DOFA-BModel scale=Base, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.0544.9
DOFA-LModel scale=Large, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.0544.4
SpecAwareEvaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.0544.2