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

MOT20-04


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 04:38:01 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

a 2080TI gpu

Runtime:

11.1 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT2074.677.560.9796 (64.1)111 (8.9)35,12094,31181.892.361.061.067.376.167.376.082.57.81,776 (0.0)6,045 (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
MOT20-0483.285.866.95002418,88226,66390.392.966.567.573.677.474.676.882.69.14792,179
MOT20-0664.266.553.1136547,09739,76970.092.953.153.158.174.657.676.582.77.07012,110
MOT20-0777.073.859.37632,5334,91485.291.856.462.861.974.669.875.282.14.3174366
MOT20-0861.365.651.184306,60822,96570.489.251.550.856.773.156.972.281.88.24221,390

Raw data: