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:

March 28, 2021 (14 days ago)

Published:

March 28, 2021 at 15:56:00 CET

Submissions:

1

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
MOT2057.647.239.879.4442 (35.6)224 (18.0)39,820174,83866.289.632.449.240.157.354.473.681.88.94,915 (0.0)9,031 (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
MOT20-0468.555.245.480.22478310,95773,72473.194.836.756.545.362.960.578.482.55.31,7733,432
MOT20-0645.635.630.778.0897214,44155,97057.884.223.041.529.345.546.968.380.614.31,8343,210
MOT20-0776.558.850.981.47151,3726,10681.695.242.162.149.162.767.478.783.32.3287448
MOT20-0831.531.626.576.8356413,05039,03849.674.721.233.726.846.040.060.179.316.21,0211,941

Raw data: