Semantic Segmentation on DynamicEarthNet (DEN)
39.85mIoURAMEN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RAMEN2025.12 | 39.85 | 1 | |
| DOFA2025.12 | 39.29 | 3 | |
| TerraMind-BParams=87.7M2026.03 | 38.46 | — | |
| CROMA2025.12 | 38.29 | 4 | |
| RemoteCLIPParams=87.5M2026.03 | 38.28 | — | |
| DOFAParams=111.3M2026.03 | 38 | — | |
| CROMAParams=201.5M2026.03 | 37.97 | — | |
| Terramindv1-L2025.12 | 37.89 | 5 | |
| Terramindv1-B2025.12 | 37.87 | 6 | |
| I-JEPAPre-training Dataset=IN-1k, CLS=Yes, PosEnc=default, Params=85.8M2026.03 | 37.68 | — | |
| I-JEPAPre-training Dataset=IN-1k, CLS=No, PosEnc=default, Params=85.8M2026.03 | 35.13 | — | |
| LEPAPre-training Dataset=HLS, CLS=No, PosEnc=CondPos, Params=86.4M2026.03 | 33.84 | — | |
| I-JEPAPre-training Dataset=HLS, CLS=Yes, PosEnc=CondPos, Params=86.4M2026.03 | 32.64 | — | |
| LEPAPre-training Dataset=HLS, CLS=Yes, PosEnc=CondPos, Params=86.4M2026.03 | 32.13 | — | |
| I-JEPAPre-training Dataset=HLS, CLS=Yes, PosEnc=default, Params=86.4M2026.03 | 31.46 | — | |
| I-JEPAPre-training Dataset=HLS, CLS=No, PosEnc=default, Params=86.4M2026.03 | 29.95 | — | |
| LEPAPre-training Dataset=HLS, CLS=No, PosEnc=default, Params=86.4M2026.03 | 28.06 | — | |
| NoMaskPre-training Dataset=HLS, CLS=No, PosEnc=CondPos, Params=86.4M2026.03 | 26.65 | — | |
| Prithvi-EO-2.0-100MParams=86.4M2026.03 | 26.27 | — |