GSM_Tracktor: GSM: Graph Similarity Model for Multi-object Tracking

MOT16-01


Benchmark:

MOT16 | MOT17 |

Short name:

GSM_Tracktor

Detector:

Public

Description:

Reference:

Q. Qiankun Liu, N. Yu. GSM: Graph Similarity Model for Multi-Object Tracking. In IJCAI, 2020.

Last submitted:

June 25, 2020 (15 days ago)

Published:

June 25, 2020 at 03:51:32 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

TITAN XP

Runtime:

7.6 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1657.058.278.1167 (22.0)262 (34.5)4,33273,57359.696.20.7475 (8.0)859 (14.4)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT16-0143.538.577.4510783,51345.197.40.22436
MOT16-0368.465.477.861182,26630,62370.797.01.5149275
MOT16-0650.055.478.354868674,82458.288.60.773135
MOT16-0747.149.077.98142618,31349.196.80.565144
MOT16-0835.537.382.4102416510,54937.097.40.37598
MOT16-1249.057.081.819351624,04351.396.30.22232
MOT16-1433.445.376.2107553311,70836.792.70.767139

Raw data:


GSM_Tracktor