EDA_GNN: End-to-end Data Association with Graph Neural Network for Online Multiple-Object Tracking

TUD-Crossing


Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Benchmark:

MOT15 |

Short name:

EDA_GNN

Detector:

Public

Description:

n/a

Reference:

Paper ID 2713

Last submitted:

November 15, 2018 (4 years ago)

Published:

November 15, 2018 at 17:07:05 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

NVIDIA TITAN XP

Runtime:

56.4 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1521.827.823.365 (9.0)290 (40.2)11,97034,58743.769.219.528.421.561.833.653.274.22.11,488 (34.0)1,851 (42.4)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
ADL-Rundle-111.929.224.76112,6465,44241.559.424.925.127.563.732.246.175.55.3115156
ADL-Rundle-324.725.721.9392,2435,24648.468.716.130.117.066.636.852.275.03.6166133
AVG-TownCentre13.832.726.122741,8064,00843.963.524.628.529.252.834.549.972.24.0347419
ETH-Crossing20.431.724.73149469330.976.727.522.529.473.924.661.076.50.41115
ETH-Jelmoli35.642.831.911144231,14454.976.728.735.731.266.142.058.776.61.06662
ETH-Linthescher20.325.821.781373306,70025.087.125.618.528.267.819.367.576.70.38796
KITTI-1628.526.620.00228581951.975.611.435.312.349.640.659.274.81.4113117
KITTI-1911.127.422.63191,6282,94844.859.518.927.521.055.334.545.870.81.5175293
PETS09-S2L236.523.819.9221,2544,57752.580.211.335.811.958.739.860.773.02.9289406
TUD-Crossing59.236.831.25210529873.088.419.949.421.561.455.166.876.50.54735
Venice-113.721.820.1261,1562,71240.661.616.225.417.362.731.648.074.52.672119

Raw data: