MOTer: TransCenter_Pub_CH

MOT20-08


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:

July 15, 2021 (2 months ago)

Published:

March 28, 2021 at 15:55:33 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
MOT2059.149.943.6598 (48.1)189 (15.2)59,624147,33371.586.137.051.845.258.858.971.081.213.34,597 (0.0)9,232 (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
MOT20-0474.861.252.44164822,61645,23083.591.043.963.153.265.769.775.982.010.91,3193,083
MOT20-0642.433.228.9797318,10356,40157.580.821.240.027.543.346.265.079.618.01,9073,526
MOT20-0773.358.250.06772,4806,07081.791.641.261.249.160.867.976.282.84.2280433
MOT20-0826.229.625.9366116,42539,63248.969.721.631.726.544.438.955.578.620.41,0912,190

Raw data: