Lif_T: Lifted Disjoint Paths with Application in Multiple Object Tracking

MOT17-07-DPM


Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

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 (4 years 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: