Pedestrian Detection on Caltech Pedestrian (test)
8.18Reasonable L-AMRF-DNN+SS
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| F-DNN+SSsemantic_segmentation=true2016.10 | 8.18 | 50.29 | 77.47 | 33.15 | 2.82 | 6.74 | 15.11 | 53.76 | |
| F-DNNsemantic_segmentation=false2016.10 | 8.65 | 50.55 | 77.37 | 33.27 | 2.96 | 7.1 | 15.41 | 55.13 | |
| RPN+BF2016.10 | 9.58 | 64.66 | 100 | 53.93 | 2.26 | 7.68 | 24.23 | 69.91 | |
| SAF R-CNN2016.10 | 9.68 | 62.6 | 100 | 51.8 | 0 | 7.7 | 24.8 | 64.3 | |
| MS-CNN2016.10 | 9.95 | 60.95 | 97.23 | 49.13 | 2.6 | 8.15 | 19.24 | 59.94 | |
| CompACT-Deep2016.10 | 11.75 | 64.44 | 100 | 53.23 | 3.99 | 9.63 | 25.14 | 65.78 | |
| DeepParts2016.10 | 11.89 | 64.78 | 100 | 56.42 | 4.78 | 10.64 | 19.93 | 60.42 | |
| SCF+AlexNetBackbone=AlexNet2016.10 | 23.32 | 70.33 | 100 | 62.34 | 10.16 | 19.99 | 48.47 | 74.65 |