QuadMOT16: Multi-Object Tracking with Quadruplet Convolutional Neural Networks

MOT16-08


Benchmark:

MOT16 |

Short name:

QuadMOT16

Detector:

Public

Description:

n/a

Reference:

J. Son, M. Baek, M. Cho, B. Han. Multi-Object Tracking with Quadruplet Convolutional Neural Networks. In CVPR, 2017.

Last submitted:

November 22, 2016 (4 years ago)

Published:

November 23, 2016 at 04:26:44 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

3 GHZ, 1 Core, TITAN X

Runtime:

1.8 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1644.138.330.9111 (14.6)341 (44.9)6,38894,77548.093.226.735.827.977.437.973.579.81.1745 (15.5)1,096 (22.8)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0130.831.326.54111194,27833.194.728.824.530.372.725.472.778.70.32643
MOT16-0351.037.130.127333,12547,70454.494.822.540.423.377.542.774.579.92.1397561
MOT16-0649.257.243.8441162605,54951.995.849.139.251.978.041.075.880.00.25182
MOT16-0741.938.130.97167688,62647.290.927.035.628.377.137.973.180.11.584108
MOT16-0829.934.728.572658211,07233.890.730.826.532.280.227.874.581.60.97484
MOT16-1238.047.736.913485164,59944.687.742.432.244.377.134.968.779.30.62832
MOT16-1424.033.525.39911,01812,94729.984.529.521.830.973.523.265.577.11.485186

Raw data:


QuadMOT16