Classification on m-so2sat GEO-Bench
65.7Overall AccuracyGeoSANE
Evaluation results
| Method | Links | |
|---|---|---|
| GeoSANEBackbone=ViT-L2026.03 | 65.7 | |
| TerraFMBackbone=ViT-L2026.03 | 64.9 | |
| GalileoBackbone=ViT-B2026.03 | 63.3 | |
| HQ-JEPASetting=Fine-Tuning2026.05 | 61.89 | |
| DeCURSetting=Fine-Tuning, Backbone=ViT-Small2026.05 | 61.7 | |
| DOFASetting=Fine-Tuning, Backbone=ViT-300M2026.05 | 61.26 | |
| CROMABackbone=ViT-L2026.03 | 60.6 | |
| DOFABackbone=ViT-L2026.03 | 58.7 | |
| SatMAEBackbone=ViT-L2026.03 | 57.2 | |
| Prithvi-EO-2.0-100MSetting=Fine-Tuning2026.05 | 56.8 | |
| Satlas-Swin-100MSetting=Fine-Tuning2026.05 | 56.74 | |
| DeCURSetting=Fine-Tuning, Backbone=Resnet502026.05 | 56.68 | |
| Prithvi-EO 2.0Backbone=ViT-L2026.03 | 54.6 | |
| MMEarthSetting=Fine-Tuning, Backbone=CNN-Atto2026.05 | 54.6 | |
| DINOSetting=Fine-Tuning, Backbone=Resnet502026.05 | 54.39 | |
| AnySatBackbone=ViT-B2026.03 | 51.8 | |
| AnySatSetting=Fine-Tuning, Backbone=ViT-Base2026.05 | 51.8 | |
| ScaleMAE-ViT-300MSetting=Fine-Tuning2026.05 | 48.33 | |
| SatMAESetting=Linear Probing2026.05 | 46.04 | |
| HQ-JEPASetting=Linear Probing2026.05 | 45.96 | |
| MAESetting=Linear Probing2026.05 | 44.42 | |
| MMEarthSetting=Linear Probing, Backbone=CNN-Atto2026.05 | 43.8 |