Pedestrian Detection (MR-2) on CityPersons (val)
10.2MR-2 (Reasonable)JointDet
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| JointDetExtra Anno.=true, Backbone=ResNet-50, Scale=x1.32020.07 | 10.2 | — | — | — | |
| MGANExtra Anno.=true, Backbone=VGG-16, Scale=x1.32020.07 | 10.5 | — | — | 47.2 | |
| Adaptive-NMS w/ AggLossExtra Anno.=false, Backbone=VGG-16, Scale=x1.32020.07 | 10.8 | 6.2 | 11.4 | 54 | |
| NOH-NMSExtra Anno.=false, Backbone=ResNet-50, Scale=x1.32020.07 | 10.8 | 6.6 | 11.2 | 53 | |
| OR-CNNExtra Anno.=true, Backbone=VGG-16, Scale=x1.32020.07 | 11 | 5.9 | 13.7 | 51.3 | |
| RepLossExtra Anno.=false, Backbone=ResNet-50, Scale=x1.32020.07 | 11.6 | 7 | 14.8 | 55.3 | |
| Our baselineExtra Anno.=false, Backbone=ResNet-50, Scale=x1.32020.07 | 11.9 | 7.4 | 12.3 | 53 | |
| ALFNetExtra Anno.=false, Backbone=VGG-16, Scale=x12020.07 | 12 | 8.4 | 11.4 | 51.9 | |
| Adapted Faster RCNNExtra Anno.=false, Backbone=VGG-16, Scale=x1.32020.07 | 13 | — | — | — | |
| TLL (MRF)Extra Anno.=false, Backbone=ResNet-502020.07 | 14.4 | — | — | — |