PHDTT: Pedestrian Heads Detection and Tracking with Transformer

HT21-11


Benchmark:

Short name:

PHDTT

Description:

Reference:

Xuan-Thuy Vo, University of Ulsan

Last submitted:

September 06, 2021 (2 months ago)

Published:

August 07, 2021 at 09:52:06 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

Tesla V100

Runtime:

21.2 Hz

Benchmark performance:

Sequence MOTA IDF1 IDEucl HOTA MT ML FP FN Rcll Prcn DetPr DetRe ID Sw. Frag
Head Tracking 2160.647.952.636.11,104 (47.1)188 (8.0)132,714184,21578.183.257.754.215,004 (0.0)41,556 (0.0)

Detailed performance:

Sequence MOTA IDF1 IDEucl HOTA MT ML FP FN Rcll Prcn DetPr DetRe ID Sw. Frag
HT21-1179.063.765.647.88441,4854,62084.794.569.762.42321,254
HT21-1272.057.663.140.75141136,82448,58484.587.858.956.72,35213,883
HT21-1337.324.927.020.21926366,25660,49872.370.447.949.29,96219,005
HT21-1468.459.755.143.42235911,51446,60475.092.468.155.28382,551
HT21-1555.144.352.433.1915116,63523,90974.580.856.852.41,6204,863

Raw data: