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

MOT17-01-DPM


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 (24 days 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 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1749.751.574.6300 (12.7)899 (38.2)25,149256,07454.692.51.42,499 (45.8)10,312 (188.8)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM29.827.572.02121504,33932.793.40.336145
MOT17-01-FRCNN31.734.875.13124873,88139.884.11.138132
MOT17-01-SDP41.438.573.5294763,25949.587.01.144170
MOT17-03-DPM56.252.774.738233,74741,89760.094.42.52511,469
MOT17-03-FRCNN65.262.673.643173,41232,86568.695.52.31811,714
MOT17-03-SDP67.164.476.453182,99131,18370.296.12.02161,888
MOT17-06-DPM35.841.472.4101203547,12839.592.90.378270
MOT17-06-FRCNN41.549.874.723925946,17747.690.40.5117320
MOT17-06-SDP43.346.873.928878225,72951.488.00.7136354
MOT17-07-DPM39.940.471.75249319,08346.289.31.9132402
MOT17-07-FRCNN36.036.674.13228229,86741.689.51.6125290
MOT17-07-SDP47.841.973.412121,3957,25957.087.42.8158474
MOT17-08-DPM29.736.176.7113561314,15333.091.91.093337
MOT17-08-FRCNN28.034.076.863853014,59930.992.50.876255
MOT17-08-SDP33.238.976.114301,00212,97138.689.11.6135383
MOT17-12-DPM38.952.777.49443574,90843.491.30.42990
MOT17-12-FRCNN36.146.776.310455934,91543.386.40.729110
MOT17-12-SDP39.349.377.012367744,44048.884.50.943126
MOT17-14-DPM18.928.570.449784714,03924.084.01.1101315
MOT17-14-FRCNN21.233.070.57672,08012,24733.775.02.8240482
MOT17-14-SDP26.738.370.35592,17211,13539.877.22.9241586

Raw data: