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

MOT17-01-DPM


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 (17 days ago)

Published:

June 25, 2020 at 03:51:46 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

TITAN XP

Runtime:

8.7 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1756.457.877.9523 (22.2)813 (34.5)14,379230,17459.295.90.81,485 (25.1)2,763 (46.7)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM43.138.377.3511783,56844.797.40.22436
MOT17-01-FRCNN43.839.776.86101913,41147.194.10.42543
MOT17-01-SDP43.838.276.76102103,38147.693.60.53242
MOT17-03-DPM68.565.577.961182,16830,64370.797.21.4150259
MOT17-03-FRCNN68.665.377.658161,85630,86870.597.51.2131234
MOT17-03-SDP72.667.877.271172,80925,73175.496.61.9156352
MOT17-06-DPM49.754.878.453888245,02857.389.10.773129
MOT17-06-FRCNN52.958.577.656659954,46962.188.00.891161
MOT17-06-SDP53.457.177.764651,0204,38562.887.90.985156
MOT17-07-DPM45.847.978.07202348,85847.697.20.566142
MOT17-07-FRCNN43.347.077.76203499,14445.995.70.778140
MOT17-07-SDP46.347.877.49153768,61649.095.70.876173
MOT17-08-DPM28.431.682.5103713614,90729.497.90.27598
MOT17-08-FRCNN27.330.882.893914315,16028.297.70.26180
MOT17-08-SDP28.531.882.1103723114,79230.096.50.480108
MOT17-12-DPM47.255.581.819391514,40549.296.60.22232
MOT17-12-FRCNN44.454.982.017441544,64646.496.30.21826
MOT17-12-SDP45.355.481.718432734,44948.793.90.31930
MOT17-14-DPM33.445.376.2107553311,70836.792.70.767139
MOT17-14-FRCNN34.246.375.4147579511,30938.890.01.167169
MOT17-14-SDP37.047.275.3146985310,69642.190.11.189214

Raw data:


GSM_Tracktor