Classification on BigEarthNet 20k
71.8F1 ScoreGeoMeld-FM (Full)
Evaluation results
| Method | Links | |
|---|---|---|
| GeoMeld-FM (Full)Pretrain data=GeoMeld-FM (Full), Evaluation Protocol=Full fine-tuning2026.04 | 71.8 | |
| MMEarth (MP-MAE)Pretrain data=MMEarth (MP-MAE), Evaluation Protocol=Full fine-tuning2026.04 | 67.1 | |
| GeoMeld-S2Pretrain data=GeoMeld-S2, Evaluation Protocol=Full fine-tuning2026.04 | 66.8 | |
| ImageNetPretrain data=ImageNet, Evaluation Protocol=Full fine-tuning2026.04 | 55.7 | |
| GeoMeld-FM (Full)Pretrain data=GeoMeld-FM (Full), Evaluation Protocol=Linear probing2026.04 | 49.6 | |
| MMEarth (MP-MAE)Pretrain data=MMEarth (MP-MAE), Evaluation Protocol=Linear probing2026.04 | 43.3 | |
| GeoMeld-S2Pretrain data=GeoMeld-S2, Evaluation Protocol=Linear probing2026.04 | 38.3 | |
| ImageNetPretrain data=ImageNet, Evaluation Protocol=Linear probing2026.04 | 25.9 |