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

MOT16-01


Benchmark:

MOT16 | MOT17 |

Short name:

GSM_Tracktor

Detector:

Public

Description:

Reference:

Q. Liu, Q. Chu, B. Liu, N. Yu. Gsm: graph similarity model for multi-object tracking. In International Joint Conferences on Artificial Intelligence Organization, 2020.

Last submitted:

June 25, 2020 (1 year ago)

Published:

June 25, 2020 at 03:51:32 CET

Submissions:

1

Project page / code:

Open source:

Yes

Hardware:

TITAN XP

Runtime:

7.6 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1657.058.245.9167 (22.0)262 (34.5)4,33273,57359.696.246.745.450.177.547.877.181.10.7475 (8.0)859 (14.4)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0143.538.534.3510783,51345.197.434.234.538.368.235.777.180.50.22436
MOT16-0368.465.451.261182,26630,62370.797.049.453.352.378.456.377.380.81.5149275
MOT16-0650.055.443.254868674,82458.288.643.543.253.668.847.472.181.00.773135
MOT16-0747.149.038.18142618,31349.196.838.937.741.175.739.377.681.00.565144
MOT16-0835.537.333.0102416510,54937.097.436.130.338.481.331.282.384.70.37598
MOT16-1249.057.046.519351624,04351.396.352.641.357.776.343.281.184.20.22232
MOT16-1433.445.332.1107553311,70836.792.737.627.540.273.928.872.979.50.767139

Raw data:


GSM_Tracktor