Table 3.
Comparison with other rotated detectors.
| Mode | Method | IoU | IoF | Params (M) | FLOPs (G) | Fps | ||
|---|---|---|---|---|---|---|---|---|
| AP 75 (%) | AP 50 (%) | AP 75 (%) | AP 50 (%) | |||||
| One- Stage | R3det (Yang et al., 2021) | 16.8 | 63.6 | 54 | 76.3 | 41.58 | 328.7 | 16.2 |
| Rotated Fcos (Tian et al., 2019) | 24.8 | 67.2 | 56.7 | 77.9 | 31.89 | 206.2 | 24.9 | |
| CFA (Guo et al., 2021) | 24.7 | 67.5 | 49.2 | 74 | 36.6 | 194.24 | 21.3 | |
| Rotated Atss (Zhang et al., 2020) | 25.9 | 68.2 | 58.6 | 78.8 | 36.01 | 207.16 | 23.1 | |
| Oriented Reppoints (Li et al., 2022) | 28.2 | 70 | 51 | 74.7 | 36.6 | 194.24 | 21.4 | |
| S2anet (Han et al., 2021) | 24.4 | 70.7 | 58.5 | 80.2 | 38.54 | 196.21 | 19.6 | |
| Two- Stage | Gliding Vertex (Xu et al., 2021) | 20.3 | 66.1 | 52.4 | 75.9 | 41.13 | 211.29 | 20 |
| Rotated Faster-rcnn (Ren et al., 2017) |
25.5 | 69.4 | 58.6 | 78.8 | 41.12 | 211.28 | 20.3 | |
| Roi-trans (Ding et al., 2019) | 32.5 | 72.4 | 61.3 | 76.4 | 55.03 | 225.18 | 17 | |
| CMRD-Net | 33.7 | 73.7 | 63.4 | 81.7 | 41.12 | 211.35 | 19.4 | |