TransCtr: TransCenter_Pub


Video not available.

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.

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

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

Benchmark:

MOT20 | MOT17 |

Short name:

TransCtr

Detector:

Public

Description:

TransCenter on public detections trained with COCO and MOT.

Reference:

Y. Xu, Y. Ban, G. Delorme, C. Gan, D. Rus, X. Alameda-Pineda. TransCenter: Transformers with Dense Queries for Multiple-Object Tracking. In arXiv, 2021.

Last submitted:

March 28, 2021 (3 years ago)

Published:

March 28, 2021 at 15:56:52 CET

Submissions:

1

Open source:

Yes

Hardware:

RTX TITAN

Runtime:

1.0 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1768.861.451.4867 (36.8)564 (23.9)22,860149,18873.694.847.756.052.873.160.277.682.41.34,102 (0.0)8,468 (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-DPM42.538.135.0788172,81756.381.632.238.634.669.944.564.579.81.874105
MOT17-01-FRCNN37.136.733.9871,2472,72657.774.931.437.134.167.945.458.979.72.887120
MOT17-01-SDP40.239.035.5861,2672,49661.375.733.039.135.868.947.959.279.12.891158
MOT17-03-DPM87.173.660.812052,96910,23190.297.053.869.158.675.973.979.482.72.0255785
MOT17-03-FRCNN85.871.759.511672,87011,73088.897.052.368.258.274.372.879.682.81.9255724
MOT17-03-SDP86.772.359.911983,00310,66789.896.952.668.858.374.673.679.482.72.0263799
MOT17-06-DPM59.656.246.777595044,10265.293.843.450.549.573.554.177.883.00.4155266
MOT17-06-FRCNN61.856.747.481485533,76868.093.543.252.249.373.256.277.382.90.5186332
MOT17-06-SDP61.256.847.383545593,84367.493.443.451.849.773.055.877.382.90.5172301
MOT17-07-DPM51.546.238.412141,1486,85159.489.734.543.838.467.848.072.581.02.3187421
MOT17-07-FRCNN52.146.638.912131,0846,82159.690.335.244.038.370.048.172.881.02.2188435
MOT17-07-SDP52.146.138.413141,2026,70860.389.434.244.238.467.748.672.180.92.4188448
MOT17-08-DPM39.034.832.7202766211,98543.393.231.934.235.366.036.077.682.81.1242409
MOT17-08-FRCNN38.534.832.6182865312,10942.793.232.133.935.765.035.677.882.91.0238391
MOT17-08-SDP39.434.832.6202769511,85643.993.031.534.635.164.636.577.482.71.1252423
MOT17-12-DPM58.562.852.028341153,43160.497.954.549.760.677.451.883.985.80.150123
MOT17-12-FRCNN57.761.250.529331023,51259.598.152.348.959.175.850.984.085.80.155107
MOT17-12-SDP59.062.852.230311213,37661.097.854.550.060.577.852.383.785.70.155126
MOT17-14-DPM36.537.529.3215294710,47443.389.427.531.931.063.334.270.579.31.3324579
MOT17-14-FRCNN37.838.029.922461,1629,94446.288.027.133.730.662.236.469.478.91.5396691
MOT17-14-SDP38.839.530.523431,1809,74147.388.127.734.430.764.437.269.378.81.6389725

Raw data: