MrMOT: Multiple Object Tracking via Multiple Representations

MOT16-01


Benchmark:

MOT16 | MOT17 | MOT20 |

Short name:

MrMOT

Detector:

Public

Description:

Improving Multiple Object Tracking via Multiple Representations based Detection Fusion and Re-tracking

Reference:

Last submitted:

August 11, 2021 (1 month ago)

Published:

August 11, 2021 at 10:50:44 CET

Submissions:

1

Project page / code:

Open source:

Yes

Hardware:

RTX 2080TI

Runtime:

22.3 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1675.073.960.1330 (43.5)129 (17.0)8,74335,85880.394.458.561.964.676.167.078.783.61.51,009 (0.0)2,473 (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
MOT16-0158.259.048.51043922,24764.991.447.949.553.775.454.176.283.70.933106
MOT16-0389.382.168.112903,4457,56692.896.663.473.370.077.378.481.684.52.3212685
MOT16-0662.965.952.477494193,70367.994.952.552.358.575.755.978.283.00.4158258
MOT16-0764.464.850.92321,3024,39573.190.248.553.752.273.959.973.982.52.6118367
MOT16-0845.946.939.218146998,21450.992.439.139.843.771.442.376.882.81.1144330
MOT16-1260.070.854.328166352,65868.089.958.850.564.276.755.873.882.50.725166
MOT16-1450.062.644.345441,8517,07561.786.047.441.952.170.147.466.178.52.5319561

Raw data: