TransCtr: TransCenter_Pub


Video not available.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

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 years 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: