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 (2 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 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1747.937.878.2350 (14.9)893 (37.9)14,536272,52551.795.30.86,787 (131.3)7,035 (136.1)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM29.521.378.821384,45830.999.60.07968
MOT17-01-FRCNN26.529.676.6681,3593,30548.869.83.07462
MOT17-01-SDP42.329.673.8648162,77257.081.81.8134157
MOT17-03-DPM52.534.880.2262914348,54253.699.70.11,0761,231
MOT17-03-FRCNN56.844.977.936271,62443,02558.997.41.1527629
MOT17-03-SDP72.347.277.766141,16227,03274.298.50.88391,096
MOT17-06-DPM39.630.580.917108756,69043.298.50.1353213
MOT17-06-FRCNN51.846.878.939633575,03257.395.00.3296248
MOT17-06-SDP53.346.476.857744594,75759.693.90.4288221
MOT17-07-DPM29.619.579.92276111,55531.698.90.1285256
MOT17-07-FRCNN32.732.274.95161,3179,75542.384.42.6295404
MOT17-07-SDP45.332.675.710177668,16151.791.91.5309322
MOT17-08-DPM24.223.884.56414715,81925.199.10.1146130
MOT17-08-FRCNN22.327.280.164177415,53326.587.81.2116119
MOT17-08-SDP29.128.378.5103640214,36432.094.40.6208231
MOT17-12-DPM41.542.983.1947284,98142.599.20.06349
MOT17-12-FRCNN37.647.878.412435244,83344.288.00.65459
MOT17-12-SDP42.751.578.619385824,31950.288.20.66256
MOT17-14-DPM21.820.679.331045614,06523.998.70.1324236
MOT17-14-FRCNN16.422.371.57802,43212,37133.171.53.2656662
MOT17-14-SDP28.027.172.56631,54411,15639.682.62.1603586

Raw data: