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ResearchFormerly WizWand

Semantic Segmentation on EO-1 Hyperion CDL

68.7mIoUSpectralEarth-FM-s
50.08454.91759.7564.583May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SpectralEarth-FM-sSensor branch routing=single-branch, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.0568.7
SpectralEarth-FM-aSensor branch routing=multi-branch, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.0568
Spec. ViT-LModel scale=Large, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.0564.5
Spec. ViT-BModel scale=Base, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.0564
PanopticonEvaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.0563.8
HyperSIGMA-BModel scale=Base, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.0557.7
HyperSIGMA-LModel scale=Large, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.0557.3
DOFA-BModel scale=Base, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.0555.6
DOFA-LModel scale=Large, Evaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.0553.7
CARLEvaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.0552
SpecAwareEvaluation protocol=frozen encoder, Segmentation head type=SegFormer-style2026.0550.8