OpenSARShip
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Federated Learning Image Classification | OpenSARShip | ACC93.09 | 99 | |
| Backdoor Attack Robustness | OpenSARShip (test) | ASR5.35 | 90 | |
| Image Classification | OpenSARShip (test) | F1-score63.41 | 23 | |
| Super-Resolution | OpenSARShip (test) | PSNR44.31 | 21 | |
| Generalized Category Discovery | OpenSARShip | Accuracy (All)48.05 | 15 | |
| Generalized Category Discovery | OpenSARShip (Inductive) | Accuracy (All)46.56 | 15 | |
| SAR Ship Classification | OpenSARShip 9-class | F1 Score (9-class)70.39 | 12 | |
| SAR Ship Classification | OpenSARShip 4-class | F1-score69.36 | 12 | |
| SAR Ship Classification | OpenSARShip 2-class | F1-score0.741 | 12 | |
| Classification | OpenSARShip | Macro F186.94 | 9 | |
| SAR target classification | OpenSARShip | Accuracy76.42 | 7 | |
| SAR Ship Classification | OpenSARShip | FLOPs (M)295.41 | 6 | |
| SAR Ship Classification | OpenSARShip | F1-score (LR)61.95 | 4 |
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