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:

July 19, 2021 (13 days ago)

Published:

March 28, 2021 at 15:56:00 CET

Submissions:

3

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
MOT2059.448.042.0592 (47.7)174 (14.0)57,384148,04471.486.634.551.743.257.558.671.181.212.84,896 (0.0)9,234 (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
MOT20-0474.758.150.44024421,62146,30783.191.340.762.851.363.469.276.182.010.41,3072,962
MOT20-0642.532.828.1806516,84957,31956.881.720.439.424.844.545.265.079.016.72,1503,720
MOT20-0776.657.550.07731,7075,73082.794.140.062.947.661.068.778.283.42.9303428
MOT20-0826.429.624.9336217,20738,68850.169.319.432.324.843.040.055.379.021.31,1362,124

Raw data:


TransCtr