IOU17: IOU Tracker

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

IOU17

Detector:

Public

Description:

Simple high-speed tracker without using image information

Reference:

E. Bochinski, V. Eiselein, T. Sikora. High-Speed Tracking-by-Detection Without Using Image Information. In International Workshop on Traffic and Street Surveillance for Safety and Security at IEEE AVSS 2017, 2017.

Last submitted:

August 08, 2017 (3 years ago)

Published:

August 09, 2017 at 09:59:25 CET

Submissions:

1

Open source:

Yes

Hardware:

3.4GHz, 1 Core

Runtime:

1,522.9 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1745.539.433.576.9369 (15.7)953 (40.5)19,993281,64350.193.430.437.432.973.639.673.879.91.15,988 (119.6)7,404 (147.8)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM23.325.822.072.62131674,74026.591.125.319.226.471.319.968.477.00.43857
MOT17-01-FRCNN30.335.432.776.6691,1543,30648.773.232.233.534.374.139.759.679.12.63859
MOT17-01-SDP41.032.728.973.7758472,82356.281.122.637.525.767.143.262.277.61.9134201
MOT17-03-DPM42.731.827.375.619404,33255,02447.492.021.534.922.376.837.071.878.72.9641861
MOT17-03-FRCNN56.244.737.778.134281,44543,99058.097.732.244.634.277.546.678.481.21.0463633
MOT17-03-SDP71.150.042.477.665151,12327,82973.498.633.054.837.267.557.777.480.60.71,2881,722
MOT17-06-DPM39.641.632.273.9231243216,64043.694.133.131.635.075.833.271.577.90.3154142
MOT17-06-FRCNN53.052.743.479.045652985,02857.395.842.644.545.078.746.778.181.60.2213228
MOT17-06-SDP55.552.542.076.662664924,45062.293.739.245.243.770.248.673.279.90.4304232
MOT17-07-DPM28.830.925.273.743099110,88335.685.825.125.626.375.327.466.176.92.0153226
MOT17-07-FRCNN33.433.928.575.451790010,17639.888.228.129.929.674.531.870.578.41.8176337
MOT17-07-SDP43.939.733.075.611188128,29050.991.429.736.932.171.139.671.178.91.6372471
MOT17-08-DPM20.525.623.579.07411,03815,63126.084.127.220.428.975.721.569.680.21.7114126
MOT17-08-FRCNN22.627.826.280.374157115,69125.790.533.720.535.181.321.375.082.70.988115
MOT17-08-SDP28.029.026.278.5103551814,41031.892.828.024.831.272.125.875.481.00.8278340
MOT17-12-DPM37.348.737.777.011514694,92543.288.944.332.146.178.634.470.879.80.54365
MOT17-12-FRCNN38.650.139.278.612493264,95942.891.946.832.949.778.734.874.781.50.44051
MOT17-12-SDP41.551.341.578.719405834,39249.388.047.436.651.674.239.971.281.40.699102
MOT17-14-DPM16.218.315.274.6112023315,11918.293.517.013.617.575.613.971.678.00.3129141
MOT17-14-FRCNN20.128.022.271.910801,75012,53332.277.321.723.523.365.425.561.375.12.3491556
MOT17-14-SDP28.830.323.572.49661,62310,80441.582.619.628.820.969.531.762.976.32.2732739

Raw data: