STC_pub: STC with public detections

MOT17-01-DPM


Benchmark:

MOT17 | MOT20 |

Short name:

STC_pub

Detector:

Public

Description:

Tracker based on the TransCenter Transformer with Kalman Filter motion model and FastReID embedding network for fused matching, using public detections

Reference:

Last submitted:

September 20, 2022 (4 months ago)

Published:

October 22, 2022 at 09:14:05 CET

Submissions:

1

Open source:

Yes

Hardware:

CPU 2.1GHz 1 core, GPU Geforce GTX 1180 8GB

Runtime:

3.3 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1775.870.859.51,171 (49.7)276 (11.7)33,83399,07482.493.257.162.562.577.168.677.683.51.93,787 (0.0)5,115 (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-DPM57.357.047.3982332,49361.394.448.346.653.677.449.976.882.50.52960
MOT17-01-FRCNN56.957.047.4963092,44362.192.848.346.853.875.550.675.682.50.72660
MOT17-01-SDP58.357.147.8962982,36263.493.248.247.753.675.651.575.882.40.72761
MOT17-03-DPM90.683.069.913543,6566,02894.296.466.174.070.981.679.581.484.62.4111278
MOT17-03-FRCNN89.681.268.712873,4677,27493.196.664.573.369.680.978.681.684.72.3110270
MOT17-03-SDP89.982.769.613273,8186,63593.796.366.273.571.181.479.181.384.62.5112278
MOT17-06-DPM59.959.849.3109361,4123,08473.886.045.453.858.964.162.172.384.11.2228214
MOT17-06-FRCNN62.458.849.3117231,5002,65377.585.944.055.658.362.164.871.983.91.3272231
MOT17-06-SDP61.158.849.2120301,5452,78176.485.444.354.959.361.764.171.684.01.3262223
MOT17-07-DPM65.455.346.12521,5334,15975.489.339.254.542.175.461.372.681.83.1153273
MOT17-07-FRCNN65.555.446.32631,4884,18675.289.539.454.642.176.161.372.981.83.0149267
MOT17-07-SDP66.356.046.82621,5384,01376.289.339.955.142.975.262.072.781.83.1149269
MOT17-08-DPM56.644.839.82561,5147,34465.290.133.548.638.861.653.573.881.82.4315435
MOT17-08-FRCNN56.445.439.82571,4197,49864.590.633.948.039.461.652.774.081.82.3286418
MOT17-08-SDP56.944.939.72561,5047,30165.490.233.348.639.060.253.573.781.82.4304434
MOT17-12-DPM59.765.854.349111,2552,18374.883.856.252.764.174.562.169.583.11.45696
MOT17-12-FRCNN61.967.255.145129362,31173.387.257.053.664.475.461.072.583.21.05386
MOT17-12-SDP61.766.555.14891,1592,10175.885.056.454.163.475.863.070.783.11.36195
MOT17-14-DPM48.455.339.734311,5997,72958.287.140.240.044.171.744.666.778.12.1213322
MOT17-14-FRCNN47.454.339.637311,8397,42959.885.739.540.642.971.845.765.577.82.5457363
MOT17-14-SDP49.756.340.938291,8117,06761.886.341.041.844.572.047.165.877.82.4414382

Raw data: