Table 2.
Method | mAP | Time |
---|---|---|
[A] YOLO3–608 | 33.0 | 51 |
[B] SSD–321 | 28.0 | 61 |
[B *] SSD–321 | 28.2 | 22 |
[C] DSSA-321 | 28.0 | 85 |
[D] R-FCN | 29.9 | 85 |
[E] SSD–513 | 31.2 | 125 |
[E*] SSD–513 | 31.0 | 37 |
[F] DSSD–513 | 33.2 | 156 |
[G] FPN FRCN | 36.2 | 172 |
[H *] CornerNet | 40.5 | 228 |
RetinaNet | 39.1 | 198 |
[*] RefineDet | 36.7 | 110 |
Ours | 41.0 | 84.7 |
[*] Tested on our machine for fair comparison.