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


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Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

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 (4 years 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