NOTA: Aggregate Tracklet Appearance Features for Multi-Object Tracking

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

NOTA

Detector:

Public

Description:

n/a

Reference:

L. Chen, H. Ai, R. Chen, Z. Zhuang. Aggregate Tracklet Appearance Features for Multi-Object Tracking. In IEEE Signal Processing Letters, 2019.

Last submitted:

March 25, 2019 (2 years ago)

Published:

April 21, 2019 at 11:23:03 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

GTX 1080, 2.3 GHz, 1 Core

Runtime:

17.8 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
MOT1751.354.542.376.7403 (17.1)833 (35.4)20,148252,53155.293.943.641.347.672.843.874.579.91.12,285 (41.4)5,798 (105.0)

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-DPM39.348.935.771.6382363,65743.392.241.231.147.967.232.669.476.00.52586
MOT17-01-FRCNN37.751.541.076.7698083,19350.580.147.435.654.772.840.764.679.61.81558
MOT17-01-SDP44.051.139.674.6778642,72157.881.240.439.145.970.345.163.478.21.92998
MOT17-03-DPM56.256.942.675.138234,06141,52960.394.041.144.344.371.247.073.378.62.7285831
MOT17-03-FRCNN58.857.345.177.341233,07239,86361.995.543.647.047.073.449.676.680.42.0198500
MOT17-03-SDP73.167.053.078.6641668127,17674.099.149.756.853.375.059.379.481.50.5300723
MOT17-06-DPM47.050.038.273.331933375,82950.594.640.636.352.859.538.271.677.40.379263
MOT17-06-FRCNN51.055.342.577.243764735,21855.793.343.441.954.762.644.574.680.20.489283
MOT17-06-SDP53.652.541.076.250724994,85758.893.339.243.254.755.946.273.279.60.4110302
MOT17-07-DPM43.548.935.673.67225888,83847.793.236.834.838.774.936.671.577.51.2118283
MOT17-07-FRCNN39.544.934.475.05197669,33944.790.836.633.039.074.135.171.278.51.5117292
MOT17-07-SDP48.552.239.776.114137897,79953.892.039.939.742.175.742.572.679.51.6109270
MOT17-08-DPM28.335.030.079.693554814,51731.392.336.324.839.675.725.876.281.80.990163
MOT17-08-FRCNN26.535.331.379.373650614,95429.292.442.723.145.479.424.075.881.90.862113
MOT17-08-SDP30.537.632.780.0103641714,14933.094.441.226.244.976.227.277.782.30.7115183
MOT17-12-DPM40.451.839.076.411404434,68545.990.044.934.048.573.436.471.379.50.535101
MOT17-12-FRCNN37.250.438.477.611423665,05541.790.846.831.750.275.933.673.280.70.42275
MOT17-12-SDP40.052.940.378.713414264,73745.390.247.334.451.373.336.873.381.50.53594
MOT17-14-DPM28.141.229.574.198790612,30133.487.235.524.738.071.326.168.177.61.286244
MOT17-14-FRCNN26.340.929.672.110741,58811,85635.980.734.925.538.466.327.862.576.02.1184408
MOT17-14-SDP33.948.534.272.914611,77410,25844.582.338.230.941.967.934.263.376.72.4182428

Raw data: