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

MOT20-07


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:

April 19, 2021 (2 months ago)

Published:

April 25, 2021 at 09:42:09 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

GTX2080Ti(x2)

Runtime:

3.0 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT2060.667.955.1865 (69.6)91 (7.3)112,92785,06283.679.355.854.761.173.368.364.881.325.25,686 (0.0)7,934 (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
MOT20-0480.581.464.75631830,06121,97492.089.363.765.869.177.975.673.482.614.51,5262,393
MOT20-0639.150.642.41394342,94735,20473.569.440.744.745.563.659.756.479.242.62,6793,241
MOT20-0774.270.657.58423,4624,75385.689.154.161.958.874.470.373.181.75.9336462
MOT20-0821.650.641.7792836,45723,13170.159.946.438.051.867.956.448.178.945.21,1451,838

Raw data: