Pedestrian Detection on KAIST reasonable subset (test)
8.13MR^-2 (IoU=0.5, All)MBNet
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MBNetPlatform=1080 Ti, Speed(s)=0.072020.08 | 8.13 | 8.28 | 7.86 | 60.12 | 54.9 | 68.34 | |
| AR-CNNPlatform=1080 Ti, Speed(s)=0.122020.08 | 9.34 | 9.94 | 8.38 | 64.22 | 57.87 | 76.82 | |
| MSDS-RCNNPlatform=TITAN X, Speed(s)=0.222020.08 | 11.34 | 10.53 | 12.94 | 70.57 | 67.36 | 79.25 | |
| CIANPlatform=1080 Ti, Speed(s)=0.072020.08 | 14.12 | 14.77 | 11.13 | 74.45 | 71.42 | 80.16 | |
| RFAPlatform=TITAN X, Speed(s)=0.082020.08 | 14.61 | 16.78 | 10.21 | — | — | — | |
| IATDNN + IASSPlatform=TITAN X, Speed(s)=0.252020.08 | 14.95 | 14.67 | 15.72 | 76.69 | 76.46 | 77.05 | |
| IAF R-CNNPlatform=TITAN X, Speed(s)=0.212020.08 | 15.73 | 14.55 | 18.26 | 75.5 | 72.34 | 81.12 | |
| Fusion RPN+BFPlatform=MATLAB, Speed(s)=0.802020.08 | 18.29 | 19.57 | 16.27 | 72.97 | 68.14 | 81.35 | |
| Halfway FusionPlatform=TITAN X, Speed(s)=0.432020.08 | 25.75 | 24.88 | 26.59 | 81.29 | 78.43 | 86.8 | |
| ACFPlatform=MATLAB, Speed(s)=2.732020.08 | 47.32 | 42.57 | 56.17 | 88.79 | 87.7 | 91.22 |