Pedestrian Detection on Caltech standard (test)
11.52Detection Rate (Reasonable)UDN+SS
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| UDN+SSSemantic Segmentation=true2018.07 | 11.52 | 64.81 | 2.08 | 53.75 | 100 | |
| MS-CNN2018.07 | 9.95 | 60.65 | 2.6 | 49.13 | 97.23 | |
| SA-FastRCNN2018.07 | 9.68 | 62.59 | 0 | 51.83 | 100 | |
| RPN+BF2018.07 | 9.58 | 64.66 | 2.26 | 53.93 | 100 | |
| ADM2018.07 | 8.64 | 42.27 | 0.41 | 30.82 | 74.53 | |
| TLL2018.07 | 8.45 | 39.99 | 0.67 | 26.25 | 68.03 | |
| F-DNN+SSSemantic Segmentation=true2018.07 | 8.18 | 50.29 | 2.82 | 33.15 | 77.37 | |
| TLL(MRF)MRF=true2018.07 | 8.01 | 39.12 | 0.67 | 25.55 | 67.69 | |
| TLL(MRF)+FGFAMRF=true, FGFA=true2018.07 | 7.92 | 38.58 | 0.99 | 24.39 | 63.28 | |
| TLL(MRF)+LSTMMRF=true, LSTM=true2018.07 | 7.4 | 37.62 | 0.72 | 22.92 | 60.79 | |
| SDS-RCNN2018.07 | 7.36 | 61.5 | 2.15 | 50.88 | 100 |