LP2D_16: Linear Programming 2D coordinates baseline

MOT16-01


Benchmark:

MOT16 |

Short name:

LP2D_16

Detector:

Public

Description:

The tracker builds a graphical model where nodes are the 2D detections. The solution is then found by computing the minimum cost-flow problem.

Reference:

MOT baseline: Linear programming on 2D image coordinates.

Last submitted:

February 28, 2017 (4 years ago)

Published:

February 28, 2017 at 12:16:56 CET

Submissions:

1

Project page / code:

Open source:

Yes

Hardware:

3 GHz, 1 core

Runtime:

49.3 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1635.734.227.466 (8.7)385 (50.7)5,084111,16339.093.326.029.027.473.230.472.779.10.9915 (23.4)1,264 (32.4)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-011.930.324.32396765,58412.754.532.018.534.869.019.071.477.41.51266
MOT16-037.134.827.8257927,41269,49233.556.123.632.924.476.734.573.679.218.3263707
MOT16-0638.946.435.2211323186,65942.393.937.933.042.666.135.070.177.80.373143
MOT16-0723.032.225.15331,80610,69534.575.724.825.627.259.726.870.077.53.667242
MOT16-087.029.324.66512,37413,11321.760.425.823.627.671.724.773.181.33.882143
MOT16-1217.549.538.29681,0215,71931.171.646.631.449.473.533.173.080.21.110065
MOT16-144.120.916.522701,68515,99413.559.618.514.720.260.515.268.977.72.243119

Raw data: