Re_MOT: Rethinking MOT


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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.

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.

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.

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

Benchmark:

MOT17 | MOT20 |

Short name:

Re_MOT

Detector:

Private

Description:

Rethinking Two-Stage Data Association for MOT

Reference:

Ruonan Wei, Yuehuan Wang, Jinpu Zhang. Rethinking Two-Stage Data Association for Multiple Object Tracking in Crowd Scenes

Last submitted:

February 22, 2024 (1 month ago)

Published:

February 22, 2024 at 04:14:22 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

3 GHZ, 1 Core

Runtime:

9.1 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1781.378.464.21,374 (58.3)315 (13.4)33,31570,71987.593.763.165.668.578.572.177.383.01.91,449 (0.0)1,893 (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
MOT17-01-DPM56.653.946.91359041,87171.083.544.249.948.774.758.669.083.12.02631
MOT17-01-FRCNN56.653.946.91359041,87171.083.544.249.948.774.758.669.083.12.02631
MOT17-01-SDP56.653.946.91359041,87171.083.544.249.948.774.758.669.083.12.02631
MOT17-03-DPM93.289.272.414404,0183,01797.196.271.173.975.881.079.979.182.92.74797
MOT17-03-FRCNN93.289.272.414404,0183,01797.196.271.173.975.881.079.979.182.92.74797
MOT17-03-SDP93.289.272.414404,0183,01797.196.271.173.975.881.079.979.182.92.74797
MOT17-06-DPM62.766.554.1110581,2133,12973.487.754.154.469.868.061.773.783.91.05477
MOT17-06-FRCNN62.766.554.1110581,2133,12973.487.754.154.469.868.061.773.783.91.05477
MOT17-06-SDP62.766.554.1110581,2133,12973.487.754.154.469.868.061.773.783.91.05477
MOT17-07-DPM74.964.053.03421,1093,06381.992.645.861.650.375.768.076.983.42.26897
MOT17-07-FRCNN74.964.053.03421,1093,06381.992.645.861.650.375.768.076.983.42.26897
MOT17-07-SDP74.964.053.03421,1093,06381.992.645.861.650.375.768.076.983.42.26897
MOT17-08-DPM65.853.347.34151,9535,08475.989.141.155.747.668.262.873.782.63.1190198
MOT17-08-FRCNN65.853.347.34151,9535,08475.989.141.155.747.668.262.873.782.63.1190198
MOT17-08-SDP65.853.347.34151,9535,08475.989.141.155.747.668.262.873.782.63.1190198
MOT17-12-DPM72.177.363.749155111,88478.393.066.461.372.181.867.179.785.60.62133
MOT17-12-FRCNN72.177.363.749155111,88478.393.066.461.372.181.867.179.785.60.62133
MOT17-12-SDP72.177.363.749155111,88478.393.066.461.372.181.867.179.785.60.62133
MOT17-14-DPM62.170.352.767201,3975,52570.190.355.050.958.979.256.773.081.91.97798
MOT17-14-FRCNN62.170.352.767201,3975,52570.190.355.050.958.979.256.773.081.91.97798
MOT17-14-SDP62.170.352.767201,3975,52570.190.355.050.958.979.256.773.081.91.97798

Raw data: