RESISC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Classification | RESISC45 | Accuracy98.9 | 349 | |
| Scene Classification | RESISC-45 (TR=10%) | Accuracy94.73 | 63 | |
| Scene Classification | RESISC-45 (TR=20%) | Accuracy96.36 | 40 | |
| Scene Classification | RESISC-45 (test) | OA96.32 | 26 | |
| Image Classification | resisc45 vtab | Accuracy76.9 | 22 | |
| Image Classification | RESISC-45 (val) | Top-1 Accuracy97.4 | 22 | |
| Scene Classification | RESISC-45 Standard (20% train and 80% test) | OA96.32 | 21 | |
| Image Classification | RESISC (test) | Accuracy96.08 | 17 | |
| Clustering | RESISC-45 | Accuracy82.3 | 12 | |
| Image Classification | RESISC | Accuracy97.1 | 12 | |
| Base-to-new generalization | RESISC45 | Base Accuracy91 | 8 | |
| Single-source domain generalization | RESISC45 v2 | Accuracy88.2 | 8 | |
| Few-Shot Class-Incremental Image-to-Text | Resisc-45 | Accuracy62.62 | 6 |
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