GNNMatch: Graph Matching Neural Network for Multi-Object Tracking

MOT16-01


Benchmark:

MOT17 | MOT16 |

Short name:

GNNMatch

Detector:

Public

Description:

Reference:

Available soon.

Last submitted:

July 26, 2020 (10 days ago)

Published:

July 30, 2020 at 21:33:18 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

TITAN RTX

Runtime:

0.3 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1656.955.979.1169 (22.3)268 (35.3)3,23574,78459.097.10.5564 (9.6)818 (13.9)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT16-0143.636.177.9610583,52644.998.00.12027
MOT16-0368.365.078.961191,83331,20070.297.61.2122225
MOT16-0654.338.580.159845024,66659.693.20.4108133
MOT16-0745.547.278.47142218,59147.497.20.479133
MOT16-0834.534.482.482520510,70236.196.70.35877
MOT16-1248.355.082.117391094,15949.997.40.12030
MOT16-1432.939.776.9117730711,94035.495.50.4157193

Raw data:


GNNMatch