GNMOT_IA: Graph Network based Multi-Object Tracking with Interactive Association

MOT20-04


Benchmark:

MOT17 | MOT20 |

Short name:

GNMOT_IA

Detector:

Public

Description:

Reference:

Last submitted:

December 22, 2021 (6 months ago)

Published:

January 23, 2022 at 05:42:17 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

cpu i7-9700K, gpu 2080ti, ram 64GB

Runtime:

3.6 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT2063.165.252.5761 (61.3)131 (10.5)71,152115,70177.685.051.354.156.870.663.269.281.515.94,041 (0.0)13,101 (0.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT20-0480.777.461.85142420,44231,38688.592.258.665.363.477.372.675.682.59.81,0887,070
MOT20-0644.050.039.61115925,21247,50264.277.236.942.843.257.751.862.379.725.01,6823,213
MOT20-0770.267.954.78414,3115,17284.486.651.658.758.169.568.670.481.67.4368979
MOT20-0830.744.236.9524721,18731,64159.268.437.736.545.257.847.354.779.626.39031,839

Raw data:


GNMOT_IA