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ResearchFormerly WizWand

Semantic Segmentation on AI4SmallFarms

27.55mIoUTerraMind-B
20.862822.598924.33526.0711Mar 7, 2026
Updated 7mo ago

Evaluation results

MethodLinks
TerraMind-BParams=87.7M2026.0327.55
I-JEPAPre-training Dataset=IN-1k, CLS=No, PosEnc=default, Params=85.8M2026.0326.58
Prithvi-EO-2.0-100MParams=86.4M2026.0326.03
I-JEPAPre-training Dataset=IN-1k, CLS=Yes, PosEnc=default, Params=85.8M2026.0325.98
DOFAParams=111.3M2026.0325.7
I-JEPAPre-training Dataset=HLS, CLS=Yes, PosEnc=default, Params=86.4M2026.0325.48
I-JEPAPre-training Dataset=HLS, CLS=Yes, PosEnc=CondPos, Params=86.4M2026.0324.58
I-JEPAPre-training Dataset=HLS, CLS=No, PosEnc=default, Params=86.4M2026.0324.33
LEPAPre-training Dataset=HLS, CLS=Yes, PosEnc=CondPos, Params=86.4M2026.0324.01
CROMAParams=201.5M2026.0323.9
LEPAPre-training Dataset=HLS, CLS=No, PosEnc=CondPos, Params=86.4M2026.0323.82
LEPAPre-training Dataset=HLS, CLS=No, PosEnc=default, Params=86.4M2026.0323.26
RemoteCLIPParams=87.5M2026.0323.09
NoMaskPre-training Dataset=HLS, CLS=No, PosEnc=CondPos, Params=86.4M2026.0321.12