EDA_GNN_17: End-to-end Data Association with Graph Neural Network for Online Multiple-Object Tracking

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

EDA_GNN_17

Detector:

Public

Description:

n/a

Reference:

Paper ID 2713

Last submitted:

November 16, 2018 (2 years ago)

Published:

November 16, 2018 at 09:23:41 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

NVIDIA TITAN XP

Runtime:

39.3 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
MOT1745.540.533.676.3368 (15.6)955 (40.6)25,685277,66350.891.830.337.832.272.940.372.879.51.44,091 (80.5)5,579 (109.8)

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-DPM23.725.419.872.42131334,74926.492.720.519.224.653.919.869.676.80.33857
MOT17-01-FRCNN27.036.933.576.2681,4383,23449.969.134.233.337.969.040.956.678.83.23858
MOT17-01-SDP40.031.526.473.5758982,85955.780.019.037.221.758.243.061.877.32.0113140
MOT17-03-DPM42.832.926.975.419355,14854,25048.290.720.835.321.475.637.771.078.73.4503610
MOT17-03-FRCNN58.151.341.177.639262,05341,48460.496.937.046.339.276.348.477.780.81.4275462
MOT17-03-SDP70.050.142.076.666173,09027,77073.596.132.355.034.571.458.276.279.82.15601,024
MOT17-06-DPM37.938.029.173.9151253166,85241.994.028.030.429.175.331.871.578.00.3149132
MOT17-06-FRCNN53.353.442.678.448685444,77259.592.840.145.442.379.148.575.681.10.5187217
MOT17-06-SDP54.750.539.576.259715644,58161.192.735.044.737.973.548.072.979.70.5195190
MOT17-07-DPM29.225.620.873.843262611,19833.790.117.824.718.768.525.969.277.41.3135181
MOT17-07-FRCNN32.335.830.174.65141,6009,57543.382.129.931.332.665.034.565.377.43.2263408
MOT17-07-SDP43.433.827.775.411208918,37550.490.521.036.822.762.239.570.978.81.8288325
MOT17-08-DPM21.322.420.278.854374615,74425.587.820.420.121.374.321.072.580.91.2131104
MOT17-08-FRCNN22.929.026.679.583786615,33927.487.033.121.534.781.022.772.181.91.487108
MOT17-08-SDP28.827.925.678.4103544014,42431.793.826.824.728.474.225.675.981.10.7167200
MOT17-12-DPM34.936.730.776.99524415,14740.688.931.230.332.675.632.370.779.80.55540
MOT17-12-FRCNN38.750.339.478.214454434,83544.289.646.433.648.978.136.072.981.10.53752
MOT17-12-SDP42.250.240.878.519444754,49048.289.846.036.348.975.539.172.881.30.54247
MOT17-14-DPM15.821.316.774.1412235015,11318.290.620.513.621.668.414.069.477.50.5102136
MOT17-14-FRCNN16.730.424.471.010773,14111,83935.967.924.725.127.856.128.854.374.14.2408626
MOT17-14-SDP30.633.024.872.58661,48211,03340.383.421.928.423.861.730.964.076.42.0318462

Raw data:


EDA_GNN_17