Segmentation on m-SA crop-type
41.7Mean mIoUPrithvi-EO-2.0-600M
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Prithvi-EO-2.0-600MModel=Prithvi-EO-2.0-600M2024.12 | 41.7 | 0.26 | 42.09 | 41.11 | |
| Prithvi-EO-2.0-600M-TLModel=Prithvi-EO-2.0-600M-TL2024.12 | 41.36 | 0.35 | 41.85 | 40.6 | |
| Prithvi-EO-2.0-300M-TLModel=Prithvi-EO-2.0-300M-TL2024.12 | 40.5 | 0.49 | 41.34 | 39.59 | |
| Prithvi-EO-2.0-300MModel=Prithvi-EO-2.0-300M2024.12 | 40.38 | 0.24 | 40.78 | 40.05 | |
| HQ-JEPASetting=Fine-Tuning2026.05 | 38.26 | — | — | — | |
| MMEarthSetting=Fine-Tuning, Backbone=CNN-Atto2026.05 | 38.2 | — | — | — | |
| Prithvi-EO-2.0-100MModel=Prithvi-EO-2.0-100M2024.12 | 38.1 | 0.31 | 38.56 | 37.51 | |
| Prithvi-EO-2.0-100M-TLModel=Prithvi-EO-2.0-100M-TL2024.12 | 37.94 | 0.37 | 38.57 | 37.31 | |
| Prithvi-EO-2.0-100MSetting=Fine-Tuning2026.05 | 37.94 | — | — | — | |
| Satlas-Swin-100MModel=Satlas-Swin-100M2024.12 | 37.91 | 0.38 | 38.63 | 37.32 | |
| Satlas-Swin-100MSetting=Fine-Tuning2026.05 | 37.91 | — | — | — | |
| DINO-Resnet50Model=DINO-Resnet502024.12 | 37.26 | 0.75 | 38.34 | 35.99 | |
| DINOSetting=Fine-Tuning, Backbone=Resnet502026.05 | 37.26 | — | — | — | |
| DOFA-ViT-300MModel=DOFA-ViT-300M2024.12 | 35.9 | 0.6 | 37.16 | 35.24 | |
| DOFASetting=Fine-Tuning, Backbone=ViT-300M2026.05 | 35.9 | — | — | — | |
| DeCUR-Resnet50Model=DeCUR-Resnet502024.12 | 34.49 | 0.63 | 35.36 | 33.15 | |
| DeCURSetting=Fine-Tuning, Backbone=Resnet502026.05 | 34.49 | — | — | — | |
| MOCO-Resnet50Model=MOCO-Resnet502024.12 | 32.78 | 0.84 | 33.97 | 31.59 | |
| Prithvi-EO-1.0-100MModel=Prithvi-EO-1.0-100M2024.12 | 32.5 | 0.73 | 33.37 | 31.07 | |
| MAESetting=Linear Probing2026.05 | 30.67 | — | — | — | |
| HQ-JEPASetting=Linear Probing2026.05 | 30.48 | — | — | — | |
| AnySatSetting=Linear Probing, Backbone=ViT-Base2026.05 | 27.1 | — | — | — | |
| ScaleMAE-ViT-300MModel=ScaleMAE-ViT-300M2024.12 | 25.75 | 0.47 | 26.5 | 25.16 | |
| ScaleMAE-ViT-300MSetting=Fine-Tuning2026.05 | 25.75 | — | — | — | |
| SatMAESetting=Linear Probing2026.05 | 24.8 | — | — | — | |
| MMEarthSetting=Linear Probing, Backbone=CNN-Atto2026.05 | 22.2 | — | — | — | |
| DeCURSetting=Linear Probing, Backbone=ViT-Small2026.05 | 21.5 | — | — | — |