| Places 205 categories (test) | LA | Top-1 Acc50.1 | | 150 | 1mo ago |
| Places-205 (val) | SwAV | Top-1 Acc56.7 | | 97 | 1mo ago |
| AID TR=50% | FENet | Accuracy98.6 | | 94 | 1mo ago |
| AID TR=20% | SelectiveMAE | Accuracy97.49 | | 93 | 1mo ago |
| AID | GeoSolver | Top-1 Acc98.33 | | 69 | 8d ago |
| RESISC-45 (TR=10%) | SelectiveMAE | Accuracy94.73 | | 63 | 1mo ago |
| NWPU 20% training ratio 45 classes (test) | ViTAE-B | Overall Accuracy95.82 | | 45 | 1mo ago |
| UCM 1.0 (50% train ratio) | ViT-B | Accuracy99.81 | | 43 | 1mo ago |
| RESISC-45 (TR=20%) | SelectiveMAE | Accuracy96.36 | | 40 | 1mo ago |
| NWPU | EarthDial | Top-1 Acc96.92 | | 38 | 1mo ago |
| UCM 1.0 (train) | AGOS | Accuracy99.88 | | 31 | 1mo ago |
| UCM | LWGANet L1 | Top-1 Accuracy98.81 | | 28 | 1mo ago |
| RESISC-45 (test) | SkySense | OA96.32 | | 26 | 1mo ago |
| Places365 (val) | FOSNet | Top-1 Accuracy60.14 | | 25 | 1mo ago |
| NYU v2 | OMNIVORE | Accuracy80.3 | | 24 | 29d ago |
| AID | DynamicVis-L | Precision96.4 | | 22 | 29d ago |
| UC Merced | DynamicVis-L | Precision99.12 | | 22 | 29d ago |
| WHU-RS19 | GeoSolver | Accuracy99.5 | | 22 | 8d ago |
| UCMerced 82 (80% train 20% test) | | Accuracy100 | | 22 | 1mo ago |
| RESISC-45 Standard (20% train and 80% test) | SkySense | OA96.32 | | 21 | 1mo ago |
| NWPU 10/90 split | ViT-B | Accuracy94.56 | | 21 | 1mo ago |
| BEN-S2 (test) | SkySense | mAP92.09 | | 19 | 1mo ago |
| EuroSAT Sentinel-2 (train val) | IMP | OA99.3 | | 18 | 1mo ago |
| NWPU-RESISC45 5-shot | DCN (Ours) | Accuracy89.22 | | 16 | 24d ago |
| NWPU-RESISC45 1-shot | | Accuracy75.25 | | 16 | 24d ago |
