Resisc45
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Classification | Resisc45 (test) | Top-1 Accuracy95.2 | 62 | |
| Remote Sensing Scene Classification | RESISC45 | Accuracy98 | 48 | |
| Classification | Resisc45 | Top-1 Accuracy94.85 | 18 | |
| Classification | Resisc45 (test) | Top-1 Acc0.9125 | 12 | |
| Cross-dataset Generalization | RESISC45 (source) | Accuracy66.86 | 8 | |
| Zero-shot Classification | RESISC45 | Top-1 Acc73.83 | 7 | |
| Concept Leakage Robustness | RESISC45 | Irrelevant Concept Selection Proportion4 | 6 | |
| Image Classification | Resisc45 (test) | Accuracy (1-shot)67.6 | 3 | |
| Image Classification | RESISC45 | Average KNN Accuracy75.6 | 3 | |
| Image Classification | RESISC45 | Donor Best Top-1 Accuracy Change23.09 | 1 |
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