| Model Name | FPS (img/s) | Params (M) | Memory (Byte) |
| FCOS [33] | 16.1 | 31.84 | 3002 |
| CornerNet [34] | 6.3 | 200.95 | 6851 |
| PVT-SAR [39] | 9.1 | 121 | - |
| FASC-Net [42] | 60 | 64 | 2505 |
| CRTransSar [38] | 7.5 | 96 | - |
| Faster Rcnn [36] | 14.6 | 41.12 | 3788 |
| Cascade Rcnn [37] | 10.7 | 68.93 | 4104 |
| YOLOv5 | 60 | 45 | 2254 |
| YOLOv7 | 58 | 38 | 2536 |
| SSE-Ship (ours) | 50 | 62.65 | 2667 |