TransCtr: TransCenter_Pub

MOT20-04


Benchmark:

MOT20 | MOT17 |

Short name:

TransCtr

Detector:

Public

Description:

TransCenter on public detections trained with COCO 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:

August 06, 2021 (2 months ago)

Published:

March 28, 2021 at 15:56:00 CET

Submissions:

4

Open source:

Yes

Hardware:

RTX TITAN

Runtime:

1.0 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT2061.049.843.5601 (48.4)192 (15.5)49,189147,89071.488.336.152.944.559.059.273.181.711.04,493 (0.0)8,950 (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
MOT20-0475.059.451.54065120,32646,77682.991.842.063.551.764.969.576.982.39.81,3513,351
MOT20-0645.635.630.7897214,44155,97057.884.223.041.529.345.546.968.380.614.31,8343,210
MOT20-0776.558.850.97151,3726,10681.695.242.162.149.162.767.478.783.32.3287448
MOT20-0831.531.626.5356413,05039,03849.674.721.233.726.846.040.060.179.316.21,0211,941

Raw data: