MOTR_test: End-to-End Multiple-Object Tracking with Transformer

MOT17-01-DPM


Benchmark:

MOT17 | MOT16 |

Short name:

MOTR_test

Detector:

Public

Description:

None

Reference:

None

Last submitted:

June 26, 2022 (2 months ago)

Published:

April 29, 2022 at 02:55:31 CET

Submissions:

4

Project page / code:

n/a

Open source:

No

Hardware:

32 GHZ

Runtime:

66.9 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1734.451.743.8612 (26.0)794 (33.7)172,571194,47865.568.246.941.251.675.154.656.881.89.72,824 (0.0)4,629 (0.0)

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-DPM41.642.939.0698022,89355.181.638.939.540.878.545.367.181.81.87053
MOT17-01-FRCNN39.142.338.9791,0712,78956.877.439.039.240.978.246.663.581.62.47061
MOT17-01-SDP39.642.639.1791,0562,77157.077.739.239.441.278.146.763.781.52.37162
MOT17-03-DPM34.656.547.4821246,42021,82179.264.149.945.355.374.666.353.781.930.9215399
MOT17-03-FRCNN36.357.548.2861246,60419,87681.064.550.846.056.374.367.653.881.731.1210383
MOT17-03-SDP36.657.648.6861247,24218,90081.964.551.246.456.674.568.453.881.631.5221422
MOT17-06-DPM49.855.345.452791,0584,71960.087.047.144.251.277.549.471.782.80.9137185
MOT17-06-FRCNN52.956.946.457611,0984,29963.587.246.846.351.077.352.171.582.50.9159231
MOT17-06-SDP52.956.846.666661,1244,26863.887.047.146.551.477.052.471.482.50.9156221
MOT17-07-DPM40.043.636.910172,3547,65654.779.735.539.138.273.945.366.081.74.7123248
MOT17-07-FRCNN40.344.037.111182,4157,54155.479.535.839.338.573.845.865.781.64.8124252
MOT17-07-SDP40.243.837.211172,4887,47755.779.135.839.538.573.846.165.481.65.0133266
MOT17-08-DPM18.330.028.311373,13713,95333.969.632.025.334.476.229.259.882.15.0177213
MOT17-08-FRCNN17.729.828.110383,07914,15533.069.432.424.634.876.428.359.682.24.9149188
MOT17-08-SDP19.430.628.512353,17613,66835.370.131.326.233.775.830.360.182.05.1187234
MOT17-12-DPM29.549.543.320411,9254,11952.570.351.936.355.080.944.960.183.32.16588
MOT17-12-FRCNN27.448.142.516441,8934,34949.869.552.034.955.180.943.059.983.42.15476
MOT17-12-SDP28.749.143.118401,9754,14052.269.651.736.054.980.744.859.783.22.26388
MOT17-14-DPM29.038.928.8158394012,05734.887.232.226.034.475.927.869.880.31.3127276
MOT17-14-FRCNN28.439.129.114791,42211,65936.982.831.926.934.174.929.466.080.01.9152327
MOT17-14-SDP30.639.329.515761,29211,36838.584.631.328.133.574.930.667.379.91.7161356

Raw data: