GGDA: Group guided data association for multiple object tracking

MOT17-03-FRCNN


Benchmark:

MOT20 | MOT15 | MOT17 |

Short name:

GGDA

Detector:

Public

Description:

Reference:

Last submitted:

August 28, 2022 (3 months ago)

Published:

August 28, 2022 at 19:27:43 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

cpu i7-9700K, gpu 2080ti, ram 64GB

Runtime:

4.4 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1781.080.064.01,322 (56.1)355 (15.1)25,78679,88285.894.963.764.770.375.770.377.782.61.51,335 (0.0)4,241 (0.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM63.165.254.11354581,90370.590.856.252.261.978.558.074.783.11.01851
MOT17-01-FRCNN63.165.254.21354601,90670.490.856.352.262.078.557.974.783.11.01652
MOT17-01-SDP63.165.254.11354591,90670.490.856.252.161.978.557.974.783.01.01654
MOT17-03-DPM92.690.671.914403,6313,99496.296.571.472.676.979.878.478.782.52.482627
MOT17-03-FRCNN92.690.671.914403,6624,02796.296.571.472.776.979.878.478.782.52.477629
MOT17-03-SDP92.690.671.814403,6434,01096.296.571.472.676.979.878.478.782.52.476636
MOT17-06-DPM65.968.454.5113569682,99074.690.154.355.171.464.961.674.382.90.861119
MOT17-06-FRCNN65.968.454.5114569702,99374.690.154.355.171.465.061.574.382.90.861126
MOT17-06-SDP65.968.454.5113569692,99274.690.154.255.171.464.961.674.382.90.861120
MOT17-07-DPM74.766.554.33539783,22780.993.348.061.653.867.867.377.783.02.071170
MOT17-07-FRCNN74.766.654.43529783,22380.993.348.061.753.967.967.377.783.02.071165
MOT17-07-SDP74.766.654.33539813,23180.993.348.061.653.867.967.377.683.02.069173
MOT17-08-DPM67.253.747.34061,6715,10875.890.640.456.550.558.162.875.182.62.7158232
MOT17-08-FRCNN67.153.747.34161,6755,11675.890.540.556.550.658.162.875.082.62.7154236
MOT17-08-SDP67.153.647.33951,6745,11275.890.540.556.550.658.162.875.082.62.7158238
MOT17-12-DPM71.879.563.946172882,13675.495.867.960.373.980.864.682.185.90.31865
MOT17-12-FRCNN71.879.663.946172912,13875.395.767.960.373.980.864.682.185.90.31867
MOT17-12-SDP71.879.664.046172912,13975.395.768.060.374.180.864.682.185.90.31866
MOT17-14-DPM57.469.048.549325797,24460.895.152.944.856.776.947.874.780.40.846138
MOT17-14-FRCNN57.469.048.549325797,24260.895.152.944.856.776.947.874.780.30.844136
MOT17-14-SDP57.469.048.550325817,24560.895.152.944.856.876.947.874.780.30.842141

Raw data: