Model Name | P | R | mAP_0.5:0.95 | mAP_0.5 | FPS (img/s) |
CRAS-YOLO [40] | - | - | 0.618 | 0.921 | 32 |
FASC-Net [42] | 0.960 | - | - | 0.961 | 60.4 |
Faster Rcnn [36] | 0.954 | 0.931 | 0.597 | 0.942 | 18 |
Cascade Rcnn [37] | 0.955 | 0.942 | 0.613 | 0.942 | 13 |
PVT-SAR [39] | - | 0.946 | - | 0.908 | - |
SSE-Ship (ours) | 0.963 | 0.944 | 0.667 | 0.978 | 52 |