Detector | mAP | Mean recalls | FPS | CUDA memory |
---|---|---|---|---|
Faster RCNN | 0.849 | 0.901 | 7.7 | 381 |
RoI transformer R50 | 0.859 | 0.908 | 7.1 | 533 |
RoI transformer swin-tiny | 0.887 | 0.953 | 7.4 | 544 |
ReDet | 0.768 | 0.758 | 6.2 | 546 |
FCOS | 0.812 | 0.659 | 56.4 | 300 |
RTMDet large | 0.867 | 0.917 | 41.8 | 389 |
RTMDet tiny | 0.831 | 0.633 | 58.5 | 174 |