RTAT: Robust Two-stage Association Tracker


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Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Benchmark:

MOT17 | MOT20 |

Short name:

RTAT

Detector:

Private

Description:

A Robust Two-stage Association Tracker (Fujitsu Research)

Reference:

S. Guo, R.J. Liu, N. Abe, RTAT: A Robust Two-stage Association Tracker for Multi-Object Tracking, 2024

Last submitted:

April 16, 2024 (5 months ago)

Published:

April 16, 2024 at 12:46:46 CET

Submissions:

1

Project page / code:

Open source:

No

Hardware:

2.1GHZ, 1 Core

Runtime:

2.1 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT2078.482.566.2869 (70.0)116 (9.3)26,44184,43983.794.268.264.573.081.070.279.184.15.9787 (0.0)922 (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
MOT20-0488.089.272.35611711,76220,97992.395.672.372.477.482.278.381.084.85.7196298
MOT20-0666.873.858.4145607,49436,19972.792.862.055.066.578.460.176.683.07.4319336
MOT20-0783.582.469.09332,2103,18590.493.167.371.372.380.678.580.885.83.87866
MOT20-0862.371.454.270364,97524,07668.991.558.250.662.178.555.874.082.16.2194222

Raw data: