TransCtr: TransCenter_Pub

MOT17-01-DPM


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 (14 days 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 MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1768.861.451.479.9867 (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 MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM42.538.135.076.3788172,81756.381.632.238.634.669.944.564.579.81.874105
MOT17-01-FRCNN37.136.733.976.1871,2472,72657.774.931.437.134.167.945.458.979.72.887120
MOT17-01-SDP40.239.035.575.2861,2672,49661.375.733.039.135.868.947.959.279.12.891158
MOT17-03-DPM87.173.660.880.212052,96910,23190.297.053.869.158.675.973.979.482.72.0255785
MOT17-03-FRCNN85.871.759.580.311672,87011,73088.897.052.368.258.274.372.879.682.81.9255724
MOT17-03-SDP86.772.359.980.211983,00310,66789.896.952.668.858.374.673.679.482.72.0263799
MOT17-06-DPM59.656.246.780.777595044,10265.293.843.450.549.573.554.177.883.00.4155266
MOT17-06-FRCNN61.856.747.480.481485533,76868.093.543.252.249.373.256.277.382.90.5186332
MOT17-06-SDP61.256.847.380.583545593,84367.493.443.451.849.773.055.877.382.90.5172301
MOT17-07-DPM51.546.238.478.212141,1486,85159.489.734.543.838.467.848.072.581.02.3187421
MOT17-07-FRCNN52.146.638.978.212131,0846,82159.690.335.244.038.370.048.172.881.02.2188435
MOT17-07-SDP52.146.138.478.113141,2026,70860.389.434.244.238.467.748.672.180.92.4188448
MOT17-08-DPM39.034.832.780.5202766211,98543.393.231.934.235.366.036.077.682.81.1242409
MOT17-08-FRCNN38.534.832.680.6182865312,10942.793.232.133.935.765.035.677.882.91.0238391
MOT17-08-SDP39.434.832.680.5202769511,85643.993.031.534.635.164.636.577.482.71.1252423
MOT17-12-DPM58.562.852.083.928341153,43160.497.954.549.760.677.451.883.985.80.150123
MOT17-12-FRCNN57.761.250.584.029331023,51259.598.152.348.959.175.850.984.085.80.155107
MOT17-12-SDP59.062.852.283.830311213,37661.097.854.550.060.577.852.383.785.70.155126
MOT17-14-DPM36.537.529.376.1215294710,47443.389.427.531.931.063.334.270.579.31.3324579
MOT17-14-FRCNN37.838.029.975.522461,1629,94446.288.027.133.730.662.236.469.478.91.5396691
MOT17-14-SDP38.839.530.575.523431,1809,74147.388.127.734.430.764.437.269.378.81.6389725

Raw data: