Semantic Segmentation on AI4SmallFarms
27.55mIoUTerraMind-B
Evaluation Results
| Method | Links | |
|---|---|---|
| TerraMind-BParams=87.7M2026.03 | 27.55 | |
| I-JEPAPre-training Dataset=IN-1k, CLS=No, PosEnc=default, Params=85.8M2026.03 | 26.58 | |
| Prithvi-EO-2.0-100MParams=86.4M2026.03 | 26.03 | |
| I-JEPAPre-training Dataset=IN-1k, CLS=Yes, PosEnc=default, Params=85.8M2026.03 | 25.98 | |
| DOFAParams=111.3M2026.03 | 25.7 | |
| I-JEPAPre-training Dataset=HLS, CLS=Yes, PosEnc=default, Params=86.4M2026.03 | 25.48 | |
| I-JEPAPre-training Dataset=HLS, CLS=Yes, PosEnc=CondPos, Params=86.4M2026.03 | 24.58 | |
| I-JEPAPre-training Dataset=HLS, CLS=No, PosEnc=default, Params=86.4M2026.03 | 24.33 | |
| LEPAPre-training Dataset=HLS, CLS=Yes, PosEnc=CondPos, Params=86.4M2026.03 | 24.01 | |
| CROMAParams=201.5M2026.03 | 23.9 | |
| LEPAPre-training Dataset=HLS, CLS=No, PosEnc=CondPos, Params=86.4M2026.03 | 23.82 | |
| LEPAPre-training Dataset=HLS, CLS=No, PosEnc=default, Params=86.4M2026.03 | 23.26 | |
| RemoteCLIPParams=87.5M2026.03 | 23.09 | |
| NoMaskPre-training Dataset=HLS, CLS=No, PosEnc=CondPos, Params=86.4M2026.03 | 21.12 |