Lif_T: Lifted Disjoint Paths with Application in Multiple Object Tracking

MOT17-12-DPM


Benchmark:

MOT17 |

Short name:

Lif_T

Detector:

Public

Description:

n/a

Reference:

A. Hornakova, R. Henschel, B. Rosenhahn, P. Swoboda. Lifted Disjoint Paths with Application in Multiple Object Tracking. In ICML, 2020.

Last submitted:

January 29, 2020 (1 year ago)

Published:

June 26, 2020 at 09:34:41 CET

Submissions:

2

Open source:

Yes

Hardware:

2GHZ. 6 Cores

Runtime:

0.5 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1760.565.651.3637 (27.0)791 (33.6)14,966206,61963.496.054.748.359.078.651.177.481.30.81,189 (18.8)3,476 (54.8)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM48.358.146.8811683,25849.597.958.537.661.379.538.977.080.20.21019
MOT17-01-FRCNN47.758.146.48102463,11951.693.156.238.362.776.440.873.780.40.5724
MOT17-01-SDP47.857.846.09103463,00853.490.954.039.360.975.042.372.180.10.81031
MOT17-03-DPM73.370.155.582173,56024,27676.895.853.857.657.778.561.676.881.12.4160256
MOT17-03-FRCNN72.271.856.371172,66426,27774.996.756.156.859.579.760.277.881.31.8124250
MOT17-03-SDP78.277.360.192133,77818,87982.095.859.261.463.878.065.776.880.72.5132323
MOT17-06-DPM58.164.750.961771784,72859.997.555.447.065.172.549.079.882.50.128155
MOT17-06-FRCNN60.463.750.868612794,35863.096.452.549.365.368.251.979.482.70.232207
MOT17-06-SDP60.365.151.567643054,34563.196.154.349.166.168.851.878.882.50.333217
MOT17-07-DPM44.452.339.47211559,17645.798.043.835.645.681.936.879.181.70.360209
MOT17-07-FRCNN44.054.940.88202799,11046.196.546.835.848.881.137.378.181.60.663227
MOT17-07-SDP45.855.041.18182858,79347.996.645.637.247.681.538.778.181.60.671280
MOT17-08-DPM34.747.440.8183725413,50736.196.856.629.559.484.230.481.584.00.43244
MOT17-08-FRCNN31.943.338.7173738313,97333.994.954.927.458.282.028.479.783.90.63559
MOT17-08-SDP34.847.740.9183442913,28837.194.856.329.959.483.331.079.383.40.74869
MOT17-12-DPM48.362.348.01841354,43748.899.258.039.764.079.440.983.084.20.01152
MOT17-12-FRCNN47.358.045.81643374,52147.899.154.038.959.779.940.083.084.30.01134
MOT17-12-SDP47.360.747.018421584,39449.396.456.039.561.879.241.380.783.90.21453
MOT17-14-DPM36.148.834.5127726811,44938.196.340.929.242.978.930.276.580.40.491239
MOT17-14-FRCNN36.249.034.9167262911,06140.292.241.029.944.173.531.672.579.50.8108358
MOT17-14-SDP38.351.436.4156963010,66242.392.542.331.545.474.733.372.879.70.8109370

Raw data: