| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Classification | EuroSAT | Accuracy99.81 | 569 | |
| Image Classification | EuroSAT | Accuracy99.74 | 226 | |
| Image Classification | EuroSAT (test) | Accuracy99.7 | 177 | |
| Fine-grained classification | EuroSAT | Accuracy64.1 | 109 | |
| Few-shot classification | EuroSAT | Accuracy92.37 | 107 | |
| Image Classification | EuroSAT | Base Accuracy98.41 | 104 | |
| Image Classification | EuroSAT | Top-1 Accuracy99.3 | 90 | |
| Image Classification | EuroSAT Base-to-New | Base Score95.83 | 87 | |
| Image Classification | EUROSAT | Accuracy99 | 58 | |
| Base-to-Novel Generalization | EuroSAT | Base Score97.81 | 52 | |
| 5-way Classification | EuroSat | Average Accuracy95.34 | 51 | |
| Error Detection | EuroSAT | AuROC98.1 | 48 | |
| Satellite Image Classification | EuroSAT | Base Score96.29 | 47 | |
| Image Classification | EuroSAT few-shot | Accuracy91.7 | 32 | |
| Image-to-image retrieval | EuroSAT | mAP62.8 | 30 | |
| 5-way classification | EuroSAT (test) | Accuracy92.41 | 30 | |
| Fine-grained classification | EuroSAT (novel classes) | Expected Calibration Error3.33 | 28 | |
| Fine-grained classification | EuroSAT base classes | Accuracy93.6 | 27 | |
| Cross-domain few-shot classification | EuroSAT | Accuracy0.9606 | 27 | |
| Classification | EuroSAT | Top-1 Accuracy53.5 | 26 | |
| Image Classification | EuroSAT | Accuracy58.3 | 26 | |
| Classification | EuroSAT (test) | Top-1 Acc98.83 | 24 | |
| Image Classification | EuroSAT | Base Score96.37 | 23 | |
| Image Classification | EuroSAT 4-shot | Accuracy82.4 | 22 | |
| Zero-shot Classification | EuroSAT | Top-1 Clean Accuracy68.5 | 21 |