GCN_LP: Multiple Object Tracking by Link Prediction using Graph Convolution Networks

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

GCN_LP

Detector:

Public

Description:

Reference:

Last submitted:

November 21, 2020 (4 months ago)

Published:

November 25, 2020 at 14:06:22 CET

Submissions:

1

Open source:

No

Hardware:

2.2GHz, 10 Cores, NVIDIA GeForce GTX 1080 Ti, 128GB RAM

Runtime:

0.7 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
MOT1747.937.833.178.2350 (14.9)893 (37.9)14,536272,52551.795.328.039.629.180.641.676.781.10.86,787 (131.3)7,035 (136.1)

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-DPM29.521.321.778.821384,45830.999.619.324.419.684.124.880.181.70.07968
MOT17-01-FRCNN26.529.628.876.6681,3593,30548.869.825.632.926.779.540.057.279.13.07462
MOT17-01-SDP42.329.627.873.8648162,77257.081.820.638.121.276.443.862.977.81.8134157
MOT17-03-DPM52.534.831.180.2262914348,54253.699.722.942.523.783.243.881.482.80.11,0761,231
MOT17-03-FRCNN56.844.937.877.936271,62443,02558.997.432.045.333.579.347.378.381.01.1527629
MOT17-03-SDP72.347.241.377.766141,16227,03274.298.530.556.531.579.759.078.480.80.88391,096
MOT17-06-DPM39.630.526.780.917108756,69043.298.520.734.821.285.735.781.583.20.1353213
MOT17-06-FRCNN51.846.838.878.939633575,03257.395.034.144.335.381.846.777.481.60.3296248
MOT17-06-SDP53.346.438.376.857744594,75759.693.933.444.135.377.847.174.180.20.4288221
MOT17-07-DPM29.619.516.179.92276111,55531.698.910.325.210.583.125.780.682.60.1285256
MOT17-07-FRCNN32.732.227.874.95161,3179,75542.384.425.931.027.176.333.767.378.02.6295404
MOT17-07-SDP45.332.629.475.710177668,16151.791.923.137.923.976.440.572.179.11.5309322
MOT17-08-DPM24.223.823.284.56414715,81925.199.125.421.326.087.421.685.486.10.1146130
MOT17-08-FRCNN22.327.226.080.164177415,53326.587.832.421.033.583.522.073.082.41.2116119
MOT17-08-SDP29.128.326.678.5103640214,36432.094.428.425.129.979.126.076.781.20.6208231
MOT17-12-DPM41.542.936.983.1947284,98142.599.238.635.339.784.536.184.385.10.06349
MOT17-12-FRCNN37.647.838.278.412435244,83344.288.044.033.446.280.536.171.781.20.65459
MOT17-12-SDP42.751.541.278.619385824,31950.288.245.737.347.680.040.771.581.50.66256
MOT17-14-DPM21.820.617.079.331045614,06523.998.715.319.015.781.719.379.781.90.1324236
MOT17-14-FRCNN16.422.319.371.57802,43212,37133.171.516.524.017.369.126.757.774.63.2656662
MOT17-14-SDP28.027.121.772.56631,54411,15639.682.617.327.718.071.630.363.276.52.1603586

Raw data: