GCNSelfSup: GCN Self supervised tracker

MOT17-01-DPM


Benchmark:

MOT16 | MOT17 | MOT20 |

Short name:

GCNSelfSup

Detector:

Public

Description:

Reference:

Last submitted:

February 26, 2022 (6 months ago)

Published:

March 08, 2022 at 15:21:09 CET

Submissions:

3

Project page / code:

n/a

Open source:

Yes

Hardware:

Gefoce GTX 960M

Runtime:

66.9 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1757.660.648.0622 (26.4)820 (34.8)16,197221,76960.795.550.046.354.876.949.177.281.50.91,359 (0.0)2,191 (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-DPM45.949.040.8611493,42846.998.446.136.248.377.937.378.480.90.11019
MOT17-01-FRCNN46.349.841.67102133,23449.993.846.837.350.475.239.574.380.30.51524
MOT17-01-SDP47.449.441.38102283,14751.293.545.038.249.872.340.574.080.10.51631
MOT17-03-DPM69.167.653.262181,70030,47970.997.852.354.355.678.957.278.881.81.1128177
MOT17-03-FRCNN69.867.853.161171,87729,61871.797.651.954.656.077.957.678.381.41.3119197
MOT17-03-SDP74.770.955.878153,06223,29877.796.453.558.657.976.962.477.380.92.0152256
MOT17-06-DPM52.453.343.873889824,57461.288.041.946.062.458.650.873.182.10.85688
MOT17-06-FRCNN52.255.444.878671,5234,03865.783.642.547.563.657.254.569.381.51.372138
MOT17-06-SDP53.456.445.589691,5423,88467.083.743.248.165.357.755.469.181.61.367123
MOT17-07-DPM44.951.139.68194508,79547.994.742.537.244.778.938.976.981.20.961108
MOT17-07-FRCNN45.951.440.09195068,56749.394.342.737.845.178.239.876.181.01.061116
MOT17-07-SDP48.051.640.511146828,02052.592.941.440.044.376.842.475.080.71.474139
MOT17-08-DPM30.037.734.7113915814,58031.097.647.225.650.282.526.282.684.60.34855
MOT17-08-FRCNN29.037.734.2123729514,65230.695.646.425.248.983.226.081.184.40.54753
MOT17-08-SDP30.639.635.7153525114,34432.196.448.726.351.583.227.181.384.00.45771
MOT17-12-DPM46.359.246.616431274,51247.997.056.238.859.982.140.381.684.20.11923
MOT17-12-FRCNN44.057.045.316471544,68346.096.355.337.159.081.638.781.084.20.21620
MOT17-12-SDP45.858.947.019452794,40149.293.956.339.360.181.441.579.183.70.31824
MOT17-14-DPM33.642.931.4137344211,72336.693.935.627.837.875.029.074.479.90.6104145
MOT17-14-FRCNN35.846.033.6167573811,02340.491.038.129.940.674.131.671.378.91.0106188
MOT17-14-SDP36.046.833.6146993910,76941.789.137.330.640.272.932.769.979.11.3113196

Raw data: