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. 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 (9 months 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 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1756.457.845.777.9523 (22.2)813 (34.5)14,379230,17459.295.947.044.950.477.447.376.780.90.81,485 (25.1)2,763 (46.7)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM43.138.334.077.3511783,56844.797.433.934.238.068.135.477.180.50.22436
MOT17-01-FRCNN43.839.735.476.86101913,41147.194.135.635.439.070.937.374.480.10.42543
MOT17-01-SDP43.838.234.076.76102103,38147.693.632.635.637.567.737.673.980.00.53242
MOT17-03-DPM68.565.551.377.961182,16830,64370.797.249.553.452.378.556.477.480.81.4150259
MOT17-03-FRCNN68.665.351.077.658161,85630,86870.597.549.153.252.078.556.077.580.71.2131234
MOT17-03-SDP72.667.853.277.271172,80925,73175.496.650.756.253.877.859.776.580.31.9156352
MOT17-06-DPM49.754.842.878.453888245,02857.389.143.242.753.169.146.772.581.10.773129
MOT17-06-FRCNN52.958.545.577.656659954,46962.188.046.145.454.670.650.271.280.50.891161
MOT17-06-SDP53.457.144.677.764651,0204,38562.887.943.845.855.867.250.871.180.60.985156
MOT17-07-DPM45.847.937.578.07202348,85847.697.238.936.641.075.838.077.781.10.566142
MOT17-07-FRCNN43.347.036.777.76203499,14445.995.738.735.140.677.836.776.680.90.778140
MOT17-07-SDP46.347.837.577.49153768,61649.095.738.337.240.875.339.076.180.60.876173
MOT17-08-DPM28.431.629.482.5103713614,90729.497.935.924.338.181.424.982.784.70.27598
MOT17-08-FRCNN27.330.828.782.893914315,16028.297.735.123.537.181.324.083.184.90.26180
MOT17-08-SDP28.531.829.282.1103723114,79230.096.534.724.737.081.025.481.684.30.480108
MOT17-12-DPM47.255.545.681.819391514,40549.296.652.639.757.776.341.481.384.20.22232
MOT17-12-FRCNN44.454.944.982.017441544,64646.496.353.737.658.777.739.181.284.30.21826
MOT17-12-SDP45.355.445.481.718432734,44948.793.952.939.058.375.441.179.484.00.31930
MOT17-14-DPM33.445.332.176.2107553311,70836.792.737.627.540.273.928.872.979.50.767139
MOT17-14-FRCNN34.246.333.075.4147579511,30938.890.038.428.641.372.730.370.478.91.167169
MOT17-14-SDP37.047.233.875.3146985310,69642.190.137.530.740.471.432.870.278.81.189214

Raw data:


GSM_Tracktor