UTM: UTM: A Unified Multiple Object Tracking Model with Identity-Aware Feature Enhancement


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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.

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

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

Benchmark:

MOT16 | MOT20 | MOT17 |

Short name:

UTM

Detector:

Public

Description:

Reference:

Last submitted:

March 22, 2023 (10 months ago)

Published:

March 23, 2023 at 09:43:00 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

3 GHZ, 1 Core

Runtime:

13.1 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1663.867.153.1253 (33.3)214 (28.2)8,32857,26968.693.854.052.460.074.356.377.082.11.4428 (0.0)742 (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
MOT16-0153.259.649.5891172,87255.196.857.642.764.276.544.878.682.30.3718
MOT16-0375.575.059.183161,47624,07577.098.258.160.362.578.663.280.682.61.073143
MOT16-0653.257.947.680831,3084,04165.085.147.947.468.258.253.870.581.91.15197
MOT16-0757.960.046.91861,4945,30167.588.144.749.749.968.555.171.980.23.073151
MOT16-0846.152.043.416141,5267,41055.785.945.841.651.468.646.371.482.02.492103
MOT16-1251.062.749.731219523,10062.684.552.946.865.067.053.171.783.01.11237
MOT16-1434.847.835.017651,45510,47043.484.638.931.845.264.334.767.879.31.9120193

Raw data: