GNMOT_IA: Graph Network based Multi-Object Tracking with Interactive Association

MOT17-01-DPM


Benchmark:

MOT17 | MOT20 |

Short name:

GNMOT_IA

Detector:

Public

Description:

Reference:

Last submitted:

December 22, 2021 (9 months ago)

Published:

December 23, 2021 at 09:04:02 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

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

Runtime:

8.4 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1762.366.751.8691 (29.3)711 (30.2)16,637193,21665.895.754.349.859.475.252.977.081.30.92,672 (0.0)6,780 (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-DPM52.663.650.4994782,56660.289.057.044.762.874.448.771.979.51.11456
MOT17-01-FRCNN51.660.548.07101063,00653.497.056.840.759.977.042.577.180.60.21352
MOT17-01-SDP58.570.053.31084342,22665.590.760.247.463.678.551.871.779.41.01466
MOT17-03-DPM74.276.258.079162,09124,77776.397.458.358.063.175.961.378.381.61.4104931
MOT17-03-FRCNN73.675.357.775142,44625,03376.197.058.057.762.476.761.177.981.41.6135930
MOT17-03-SDP79.076.059.398123,45818,32082.596.157.261.862.374.866.277.181.12.31581,028
MOT17-06-DPM55.155.044.359803344,81159.295.444.145.058.363.947.776.981.70.3142237
MOT17-06-FRCNN59.956.945.872584374,12565.094.643.548.658.562.852.075.781.10.4161274
MOT17-06-SDP59.455.744.283635654,01365.993.240.248.954.961.552.974.881.30.5209280
MOT17-07-DPM53.056.642.612123317,53055.496.644.241.647.375.643.776.280.60.772214
MOT17-07-FRCNN51.655.941.713124227,67954.595.643.140.946.475.943.275.780.70.883222
MOT17-07-SDP54.257.443.816108426,80059.792.344.843.448.174.647.072.680.21.794269
MOT17-08-DPM37.547.941.0173467212,43041.292.852.032.657.175.934.377.382.51.190184
MOT17-08-FRCNN34.645.840.0173465613,08938.092.553.130.558.576.331.977.682.81.062162
MOT17-08-SDP39.749.442.3213094711,69044.790.951.435.256.774.537.376.082.21.596210
MOT17-12-DPM52.463.851.52239914,00953.798.160.743.864.482.945.482.984.90.12494
MOT17-12-FRCNN49.260.649.21643994,28150.697.858.741.461.783.042.982.985.00.12484
MOT17-12-SDP57.266.352.733228252,84367.287.656.649.560.881.455.672.583.00.94587
MOT17-14-DPM33.342.430.9106858111,38638.492.433.828.536.569.730.072.179.10.8369476
MOT17-14-FRCNN32.741.930.1107223111,89335.796.633.927.035.972.827.975.579.80.3319374
MOT17-14-SDP36.544.932.4126559110,70942.192.934.331.036.971.632.772.379.20.8444550

Raw data: