TracktorCorr: Tracktor++ with Correlation Motion Model

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

TracktorCorr

Detector:

Public

Description:

Same contribution of Manuel Lanas and Andreas Doering under the supervision of Tim Meinhardt. Description will soon follow.

Reference:

Last submitted:

July 22, 2020 (14 days ago)

Published:

July 22, 2020 at 18:41:50 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

2.3GHz 2 Core, Nvidia Tesla P100-PCIe

Runtime:

1.2 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1756.355.478.9491 (20.8)838 (35.6)8,924235,41558.397.40.52,034 (34.9)3,780 (64.9)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM42.041.078.0511213,69642.799.20.02234
MOT17-01-FRCNN43.842.877.36101073,49245.996.50.22547
MOT17-01-SDP44.042.777.26101133,47346.296.30.32750
MOT17-03-DPM67.961.379.161191,58831,89269.597.91.1167252
MOT17-03-FRCNN68.861.878.757181,65730,88770.597.81.1154254
MOT17-03-SDP73.365.978.171172,51525,23275.996.91.7194446
MOT17-06-DPM53.756.280.745871255,22855.698.10.199161
MOT17-06-FRCNN57.758.279.955612204,65160.597.00.2114224
MOT17-06-SDP58.258.879.960642754,52161.696.40.2126234
MOT17-07-DPM42.544.978.6521999,52043.698.70.294212
MOT17-07-FRCNN42.344.278.56222209,42044.297.10.4106230
MOT17-07-SDP44.446.278.18182359,04046.597.10.5111281
MOT17-08-DPM26.930.083.28407115,29027.698.80.178102
MOT17-08-FRCNN26.530.583.184010415,36527.398.20.26694
MOT17-08-SDP27.731.282.5103914815,04728.897.60.283124
MOT17-12-DPM46.256.482.21643314,60346.999.20.02950
MOT17-12-FRCNN44.854.582.11445324,73445.499.20.02036
MOT17-12-SDP45.756.581.916441254,55147.597.10.12754
MOT17-14-DPM32.339.277.1117923512,13034.496.40.3141234
MOT17-14-FRCNN33.841.176.0127749911,56737.493.30.7167300
MOT17-14-SDP36.441.676.1117350411,07640.193.60.7184361

Raw data:


TracktorCorr