CS_MOT: A Cost Matrix Optimization Method Based on Spatial Constraints under Hungarian Algorithm

MOT17-03-FRCNN


Benchmark:

MOT16 | MOT17 |

Short name:

CS_MOT

Detector:

Public

Description:

Reference:

A Cost Matrix Optimization Method Based on Spatial Constraints under Hungarian Algorithm

Last submitted:

July 13, 2020 (1 year ago)

Published:

July 18, 2020 at 08:26:29 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

Tesla P100

Runtime:

1.1 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1749.751.539.0300 (12.7)899 (38.2)25,149256,07454.692.538.739.641.971.442.371.578.21.42,499 (45.8)10,312 (188.8)

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-DPM29.827.522.72121504,33932.793.422.123.524.960.324.469.676.50.336145
MOT17-01-FRCNN31.734.829.83124873,88139.884.130.729.434.565.431.967.278.31.138132
MOT17-01-SDP41.438.531.6294763,25949.587.029.034.632.266.337.966.677.51.144170
MOT17-03-DPM56.252.739.638233,74741,89760.094.436.543.339.173.846.072.478.32.52511,469
MOT17-03-FRCNN65.262.645.643173,41232,86568.695.542.948.945.472.952.072.477.72.31811,714
MOT17-03-SDP67.164.448.353182,99131,18370.296.145.052.147.973.355.275.579.72.02161,888
MOT17-06-DPM35.841.430.7101203547,12839.592.933.228.639.065.429.970.476.90.378270
MOT17-06-FRCNN41.549.837.023925946,17747.690.439.335.047.064.437.370.978.20.5117320
MOT17-06-SDP43.346.834.828878225,72951.488.033.136.842.957.839.968.477.70.7136354
MOT17-07-DPM39.940.430.65249319,08346.289.328.832.930.769.035.067.675.71.9132402
MOT17-07-FRCNN36.036.628.93228229,86741.689.528.230.430.273.932.369.577.81.6125290
MOT17-07-SDP47.841.933.112121,3957,25957.087.427.540.330.366.344.267.777.22.8158474
MOT17-08-DPM29.736.129.6113561314,15333.091.935.325.038.570.826.272.979.61.093337
MOT17-08-FRCNN28.034.029.263853014,59930.992.536.123.840.870.824.874.280.00.876255
MOT17-08-SDP33.238.931.514301,00212,97138.689.134.628.938.169.730.770.979.11.6135383
MOT17-12-DPM38.952.739.99443574,90843.491.348.632.851.974.834.873.280.40.42990
MOT17-12-FRCNN36.146.736.510455934,91543.386.442.231.747.372.034.468.779.50.729110
MOT17-12-SDP39.349.336.812367744,44048.884.538.635.146.965.438.967.480.00.943126
MOT17-14-DPM18.928.520.349784714,03924.084.024.217.326.163.918.163.274.71.1101315
MOT17-14-FRCNN21.233.023.67672,08012,24733.775.024.023.726.362.026.258.274.22.8240482
MOT17-14-SDP26.738.327.35592,17211,13539.877.227.127.830.062.230.859.774.42.9241586

Raw data: