RTv1: Relation-aware Multi-object Tracking with Decoupled Representation


Video not available.

Benchmark:

MOT20 | MOT17 | MOT16 |

Short name:

RTv1

Detector:

Private

Description:

Reference:

E. Yu, Z. Li, S. Han, H. Wang. RelationTrack: Relation-aware Multiple Object Tracking with Decoupled Representation. In arXiv preprint arXiv:2105.04322, 2021.

Last submitted:

May 07, 2021 (1 month ago)

Published:

May 27, 2021 at 14:06:38 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

GTX2080Ti(x2)

Runtime:

7.4 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1675.675.861.7327 (43.1)163 (21.5)9,78634,21481.293.861.562.067.478.267.678.083.31.7448 (0.0)724 (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
MOT16-0164.866.054.71252531,98469.094.655.853.760.980.857.578.883.60.61323
MOT16-0389.884.470.113304,3636,24394.095.866.773.872.680.179.781.184.62.9100145
MOT16-0660.967.551.287631,0173,43770.288.852.350.564.168.656.471.480.70.959111
MOT16-0767.366.452.22421,3093,94475.890.449.555.354.673.161.573.381.32.677132
MOT16-0848.951.041.216175397,92752.694.243.040.047.072.542.375.780.90.98199
MOT16-1258.069.154.126266872,77866.588.959.749.364.180.154.973.482.70.81639
MOT16-1447.960.243.129501,6187,90157.386.748.039.252.172.743.666.077.62.2102175

Raw data: