TDANet: Transformer-Based Detection and Association Network for Multi-Object Tracking

MOT16-01


Benchmark:

MOT17 | MOT16 | MOT20 |

Short name:

TDANet

Detector:

Private

Description:

Reference:

Yu-Lei Li, Xiamen University, chaorengui@gmail.com

Last submitted:

July 02, 2021 (2 months ago)

Published:

July 02, 2021 at 04:37:53 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

a 2080TI gpu

Runtime:

21.7 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1677.776.262.4348 (45.8)99 (13.0)9,57130,41783.394.161.763.367.078.569.178.083.41.6682 (0.0)1,956 (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
MOT16-0162.963.650.81215741,77972.288.949.252.654.675.758.972.682.01.319109
MOT16-0391.285.371.713213,7215,43194.896.468.475.374.180.780.782.085.12.586449
MOT16-0663.167.252.886496333,49669.792.754.052.061.375.256.775.482.30.5125230
MOT16-0768.163.249.52519864,13174.792.545.354.349.070.559.573.780.92.085271
MOT16-0852.452.141.12121,9365,88364.984.938.544.542.766.050.666.278.43.1154355
MOT16-1257.066.851.828158662,67767.786.655.349.059.978.455.571.082.61.022123
MOT16-1456.465.044.944308557,02062.093.148.242.750.876.946.169.277.11.1191419

Raw data: