Object Detection on SAR-Ship-Dataset (test)
97.9mAP50Clean
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CleanWhite-box model=YOLOv5-M2026.04 | 97.9 | 69.1 | 0.04 | 0.043 | |
| RobustDPatchWhite-box model=YOLOv5-M, Patch size=120 × 1202026.04 | 92.2 | 67.5 | 0.087 | 0.143 | |
| DPatchWhite-box model=YOLOv5-M, Patch size=120 × 1202026.04 | 90.4 | 65.8 | 0.065 | 0.052 | |
| AdvPatchWhite-box model=YOLOv5-M, Patch size=ratio of 0.152026.04 | 64 | 48.8 | 0.304 | 0.668 | |
| AAPWhite-box model=YOLOv5-M, Placement=Determined on ground-truth labels2026.04 | 37.2 | 16.2 | 0.413 | 1.021 |