Object Detection on SESYD diagram (test)
96.63AP50YOLaT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| YOLaTPretrained=false, Inference time (ms)=2.1, Params (M)=1.6, GFLOPS=2.92021.11 | 96.63 | 94.89 | 89.67 | |
| faster-rcnn-R50-FPNPretrained=true, Inference time (ms)=40.0, Params (M)=41.7, GFLOPS=157.92021.11 | 95.24 | 93.57 | 90.76 | |
| faster-rcnn-R18-FPNPretrained=false, Inference time (ms)=34.4, Params (M)=28.4, GFLOPS=121.12021.11 | 92.79 | 89.1 | 85.89 | |
| faster-rcnn-R50-FPNPretrained=false, Inference time (ms)=44.9, Params (M)=41.7, GFLOPS=158.02021.11 | 91.88 | 90.25 | 84.65 | |
| retinanet-R50-FPNPretrained=false, Inference time (ms)=47.9, Params (M)=38.0, GFLOPS=179.52021.11 | 91.33 | 83.17 | 82.79 | |
| faster-rcnn-R34-FPNPretrained=false, Inference time (ms)=36.0, Params (M)=38.5, GFLOPS=150.02021.11 | 90.47 | 88.74 | 85.21 | |
| Yolov3-sppPretrained=false, Inference time (ms)=10.8, Params (M)=62.7, GFLOPS=156.12021.11 | 90.29 | 84.51 | 78.68 | |
| Yolov3Pretrained=true, Inference time (ms)=8.2, Params (M)=61.6, GFLOPS=155.22021.11 | 90.11 | 84.68 | 79.55 | |
| Yolov3Pretrained=false, Inference time (ms)=10.9, Params (M)=61.6, GFLOPS=155.22021.11 | 89.69 | 81.38 | 78.2 | |
| Yolov4Pretrained=false, Inference time (ms)=11.1, Params (M)=70.3, GFLOPS=165.52021.11 | 88.71 | 84.65 | 76.28 | |
| Yolov3-tinyPretrained=false, Inference time (ms)=3.6, Params (M)=8.7, GFLOPS=13.02021.11 | 88.4 | 79.53 | 71.42 |