Classification on So2Sat20k
59.8AccuracyGeoMeld-FM (Full)
Evaluation results
| Method | Links | |
|---|---|---|
| GeoMeld-FM (Full)Pretrain data=GeoMeld-FM (Full), Evaluation Protocol=Full fine-tuning2026.04 | 59.8 | |
| MMEarth (MP-MAE)Pretrain data=MMEarth (MP-MAE), Evaluation Protocol=Full fine-tuning2026.04 | 54.6 | |
| GeoMeld-S2Pretrain data=GeoMeld-S2, Evaluation Protocol=Full fine-tuning2026.04 | 50.8 | |
| GeoMeld-FM (Full)Pretrain data=GeoMeld-FM (Full), Evaluation Protocol=Linear probing2026.04 | 50.2 | |
| MMEarth (MP-MAE)Pretrain data=MMEarth (MP-MAE), Evaluation Protocol=Linear probing2026.04 | 43.8 | |
| ImageNetPretrain data=ImageNet, Evaluation Protocol=Full fine-tuning2026.04 | 36.6 | |
| GeoMeld-S2Pretrain data=GeoMeld-S2, Evaluation Protocol=Linear probing2026.04 | 35.6 | |
| ImageNetPretrain data=ImageNet, Evaluation Protocol=Linear probing2026.04 | 24 |