Pedestrian Detection on CityPersons (original image size 1024x2048 pixels) (test)
21AP (Reasonable)CornerNet
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| CornerNetBackbone=Hourglass-542019.04 | 21 | 56 | — | — | — | — | — | |
| RetinaNetBackbone=ResNet-502019.04 | 15.6 | 49.98 | — | — | — | — | — | |
| TLLBackbone=ResNet-502019.04 | 15.5 | 53.6 | 17.2 | 10 | — | — | — | |
| FRCNNBackbone=VGG-162019.04 | 15.4 | — | — | — | 25.6 | 7.2 | 7.9 | |
| FRCNN+SegBackbone=VGG-162019.04 | 14.8 | — | — | — | 22.6 | 6.7 | 8 | |
| TLL+MRFBackbone=ResNet-502019.04 | 14.4 | 52 | 15.9 | 9.2 | — | — | — | |
| RepLossBackbone=ResNet-502019.04 | 13.2 | 56.9 | 16.8 | 7.6 | — | — | — | |
| OR-CNNBackbone=VGG-162019.04 | 12.8 | 55.7 | 15.3 | 6.7 | — | — | — | |
| ALFNetBackbone=ResNet-50, Test Time=0.27s/img2019.04 | 12 | 51.9 | 11.4 | 8.4 | 19 | 5.7 | 6.6 | |
| CSP (w/o offset)Backbone=ResNet-50, Test Time=0.33s/img2019.04 | 11.4 | 49.9 | 10.8 | 8.1 | 18.2 | 3.9 | 6 | |
| CSP (with offset)Backbone=ResNet-50, Test Time=0.33s/img2019.04 | 11 | 49.3 | 10.4 | 7.3 | 16 | 3.7 | 6.5 |