MOTer: TransCenter_Pub_CH

MOT20-04


Benchmark:

MOT17 | MOT20 |

Short name:

MOTer

Detector:

Public

Description:

TransCenter on public detections trained with COCO, CrowdedHuman and MOT.

Reference:

Y. Xu, Y. Ban, G. Delorme, C. Gan, D. Rus, X. Alameda-Pineda. TransCenter: Transformers with Dense Queries for Multiple-Object Tracking. In arXiv, 2021.

Last submitted:

March 04, 2021 (1 month ago)

Published:

March 28, 2021 at 15:55:33 CET

Submissions:

2

Open source:

Yes

Hardware:

RTX Titan

Runtime:

1.0 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT2058.646.740.179.8441 (35.5)232 (18.7)33,691175,84166.091.032.749.740.657.354.475.082.27.54,850 (0.0)9,207 (0.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT20-0468.854.445.680.42408211,02072,75673.594.836.757.045.462.961.078.782.75.31,7323,285
MOT20-0646.534.430.878.8887512,10957,20256.986.223.141.530.145.546.470.281.312.01,7613,356
MOT20-0776.161.751.981.57971,9255,71982.793.443.162.851.661.569.078.083.73.3271417
MOT20-0835.630.626.977.234688,63740,16448.281.221.833.926.147.038.564.980.110.71,0862,149

Raw data: