UNS20regress: UNS20 with detection regression/classification

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

UNS20regress

Detector:

Public

Description:

Visual-Spatial input-hiding scheme, plus detection regression/classification pre-processing

Reference:

In submission (paper ID 1040 in IJCAI 2021)

Last submitted:

January 20, 2021 (5 months ago)

Published:

January 20, 2021 at 17:36:18 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

V100

Runtime:

72.8 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1756.858.346.4538 (22.8)880 (37.4)11,567230,64559.196.647.945.351.079.047.677.881.40.71,320 (22.3)2,061 (34.9)

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-DPM43.649.941.2512563,57044.798.149.134.751.480.535.778.581.00.1913
MOT17-01-FRCNN45.651.742.17102053,29648.993.948.836.551.478.138.674.180.40.51119
MOT17-01-SDP46.651.841.98101733,26149.494.947.337.250.677.739.175.180.30.41219
MOT17-03-DPM68.163.450.560191,73231,54969.997.748.053.350.779.156.178.481.41.2134185
MOT17-03-FRCNN68.665.351.159181,94230,80870.697.449.053.651.879.356.578.081.21.3123200
MOT17-03-SDP73.768.254.375162,81324,56276.596.651.757.454.877.861.077.080.71.9157264
MOT17-06-DPM54.361.648.551943994,93358.194.552.545.159.775.247.777.581.90.354100
MOT17-06-FRCNN56.760.648.864697074,32363.391.350.447.759.171.551.774.681.30.670140
MOT17-06-SDP56.963.550.168717524,25463.990.952.747.960.573.652.274.281.40.672133
MOT17-07-DPM44.046.937.56211829,21145.597.739.835.641.680.136.879.181.90.46899
MOT17-07-FRCNN44.746.437.47192818,98246.896.638.936.340.680.737.877.981.60.672102
MOT17-07-SDP47.449.239.010173308,47649.896.240.038.442.379.040.277.681.30.773113
MOT17-08-DPM27.431.729.58399615,18728.198.437.223.539.184.124.083.985.30.25462
MOT17-08-FRCNN26.630.929.184010515,34227.498.237.122.938.784.623.483.885.30.25667
MOT17-08-SDP28.032.630.183717714,96229.297.237.624.339.484.224.882.884.80.36076
MOT17-12-DPM45.156.245.71752574,68645.998.655.537.658.683.038.883.384.80.11821
MOT17-12-FRCNN44.154.243.81549364,79644.799.152.536.655.484.237.783.684.90.01517
MOT17-12-SDP45.257.246.518491704,56347.496.056.538.359.782.540.081.184.40.21922
MOT17-14-DPM34.044.231.6128323811,89135.796.536.927.338.976.228.276.380.30.372110
MOT17-14-FRCNN36.145.833.1177952111,20339.493.337.229.639.774.031.073.479.50.781146
MOT17-14-SDP37.947.534.0157659510,79041.692.837.631.040.173.932.772.979.60.890153

Raw data: