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

MOT17-01-FRCNN


Benchmark:

MOT17 |

Short name:

EDA_GNN_17

Detector:

Public

Description:

n/a

Reference:

Paper ID 2713

Last submitted:

November 16, 2018 (1 year 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 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1745.540.576.3368 (15.6)955 (40.6)25,685277,66350.891.81.44,091 (80.5)5,579 (109.8)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM23.725.472.42131334,74926.492.70.33857
MOT17-01-FRCNN27.036.976.2681,4383,23449.969.13.23858
MOT17-01-SDP40.031.573.5758982,85955.780.02.0113140
MOT17-03-DPM42.832.975.419355,14854,25048.290.73.4503610
MOT17-03-FRCNN58.151.377.639262,05341,48460.496.91.4275462
MOT17-03-SDP70.050.176.666173,09027,77073.596.12.15601,024
MOT17-06-DPM37.938.073.9151253166,85241.994.00.3149132
MOT17-06-FRCNN53.353.478.448685444,77259.592.80.5187217
MOT17-06-SDP54.750.576.259715644,58161.192.70.5195190
MOT17-07-DPM29.225.673.843262611,19833.790.11.3135181
MOT17-07-FRCNN32.335.874.65141,6009,57543.382.13.2263408
MOT17-07-SDP43.433.875.411208918,37550.490.51.8288325
MOT17-08-DPM21.322.478.854374615,74425.587.81.2131104
MOT17-08-FRCNN22.929.079.583786615,33927.487.01.487108
MOT17-08-SDP28.827.978.4103544014,42431.793.80.7167200
MOT17-12-DPM34.936.776.99524415,14740.688.90.55540
MOT17-12-FRCNN38.750.378.214454434,83544.289.60.53752
MOT17-12-SDP42.250.278.519444754,49048.289.80.54247
MOT17-14-DPM15.821.374.1412235015,11318.290.60.5102136
MOT17-14-FRCNN16.730.471.010773,14111,83935.967.94.2408626
MOT17-14-SDP30.633.072.58661,48211,03340.383.42.0318462

Raw data:


EDA_GNN_17