Semantic Segmentation on SpaceNet 7
61.84mIoUDOFA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DOFA2025.12 | 61.84 | 4 | |
| I-JEPAPre-training Dataset=IN-1k, CLS=Yes, PosEnc=default, Params=85.8M2026.03 | 61.12 | — | |
| Terramindv1-B2025.12 | 60.61 | 6 | |
| TerraMind-BParams=87.7M2026.03 | 60.56 | — | |
| RAMEN2025.12 | 60.31 | 7 | |
| I-JEPAPre-training Dataset=IN-1k, CLS=No, PosEnc=default, Params=85.8M2026.03 | 60.02 | — | |
| Terramindv1-L2025.12 | 59.98 | 8 | |
| CROMA2025.12 | 59.28 | 9 | |
| DOFAParams=111.3M2026.03 | 59.04 | — | |
| Prithvi-EO-2.0-100MParams=86.4M2026.03 | 57.12 | — | |
| I-JEPAPre-training Dataset=HLS, CLS=No, PosEnc=default, Params=86.4M2026.03 | 56.93 | — | |
| I-JEPAPre-training Dataset=HLS, CLS=Yes, PosEnc=default, Params=86.4M2026.03 | 56.67 | — | |
| CROMAParams=201.5M2026.03 | 56.66 | — | |
| I-JEPAPre-training Dataset=HLS, CLS=Yes, PosEnc=CondPos, Params=86.4M2026.03 | 56.64 | — | |
| LEPAPre-training Dataset=HLS, CLS=No, PosEnc=default, Params=86.4M2026.03 | 56.31 | — | |
| LEPAPre-training Dataset=HLS, CLS=No, PosEnc=CondPos, Params=86.4M2026.03 | 56.17 | — | |
| LEPAPre-training Dataset=HLS, CLS=Yes, PosEnc=CondPos, Params=86.4M2026.03 | 55.61 | — | |
| RemoteCLIPParams=87.5M2026.03 | 54.33 | — | |
| NoMaskPre-training Dataset=HLS, CLS=No, PosEnc=CondPos, Params=86.4M2026.03 | 51.96 | — |