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 (8 months 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 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1756.355.445.178.9491 (20.8)838 (35.6)8,924235,41558.397.445.644.948.778.747.078.681.80.52,034 (34.9)3,780 (64.9)

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-DPM42.041.035.978.0511213,69642.799.239.133.141.378.134.079.081.10.02234
MOT17-01-FRCNN43.842.836.877.36101073,49245.996.539.234.842.175.936.276.280.60.22547
MOT17-01-SDP44.042.736.977.26101133,47346.296.339.235.042.275.936.476.180.50.32750
MOT17-03-DPM67.961.349.879.161191,58831,89269.597.946.853.249.779.456.078.981.81.1167252
MOT17-03-FRCNN68.861.850.178.757181,65730,88770.597.846.854.049.978.456.878.881.61.1154254
MOT17-03-SDP73.365.953.478.171172,51525,23275.996.950.257.253.978.260.777.681.11.7194446
MOT17-06-DPM53.756.244.980.745871255,22855.698.145.844.351.675.045.981.083.10.199161
MOT17-06-FRCNN57.758.246.779.955612204,65160.597.046.247.451.774.649.779.682.60.2114224
MOT17-06-SDP58.258.847.579.960642754,52161.696.447.248.152.774.750.679.082.50.2126234
MOT17-07-DPM42.544.935.478.6521999,52043.698.737.134.038.979.435.179.381.80.294212
MOT17-07-FRCNN42.344.235.278.56222209,42044.297.136.434.338.179.635.678.181.60.4106230
MOT17-07-SDP44.446.236.578.18182359,04046.597.137.635.839.778.437.277.881.30.5111281
MOT17-08-DPM26.930.028.083.28407115,29027.698.834.023.135.883.623.584.185.30.178102
MOT17-08-FRCNN26.530.528.583.184010415,36527.398.235.922.737.883.523.283.585.20.26694
MOT17-08-SDP27.731.228.782.5103914815,04728.897.634.823.937.481.424.482.884.70.283124
MOT17-12-DPM46.256.445.482.21643314,60346.999.253.938.357.081.339.483.484.60.02950
MOT17-12-FRCNN44.854.544.582.11445324,73445.499.253.737.058.078.638.183.284.50.02036
MOT17-12-SDP45.756.545.481.916441254,55147.597.154.138.357.580.039.881.484.30.12754
MOT17-14-DPM32.339.228.977.1117923512,13034.496.432.126.234.274.727.176.180.40.3141234
MOT17-14-FRCNN33.841.130.176.0127749911,56737.493.332.628.034.874.029.373.179.60.7167300
MOT17-14-SDP36.441.630.976.1117350411,07640.193.632.529.834.774.031.373.179.60.7184361

Raw data:


TracktorCorr