SLA_public: Spatial-Location Aware Tracker

MOT17-01-DPM


Benchmark:

Short name:

SLA_public

Detector:

Public

Description:

Spatial-Attention Location-Aware Multi-Object Tracking

Reference:

Spatial-Attention Location-Aware Multi-Object Tracking. In , 2020.

Last submitted:

December 13, 2020 (11 months ago)

Published:

December 13, 2020 at 10:20:15 CET

Submissions:

4

Project page / code:

n/a

Open source:

No

Hardware:

2080Ti

Runtime:

12.8 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1759.763.449.1566 (24.0)732 (31.1)16,644209,31862.995.550.747.955.974.650.576.780.60.91,647 (26.2)3,819 (60.7)

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-DPM48.854.842.4511303,26549.499.146.838.651.377.039.879.881.70.1939
MOT17-01-FRCNN49.052.543.4610133,26749.399.647.939.352.280.640.481.582.70.0840
MOT17-01-SDP54.256.844.868352,89855.199.047.242.751.979.044.379.681.80.11867
MOT17-03-DPM69.869.553.870153,53227,97573.395.652.655.657.075.758.876.780.32.4109255
MOT17-03-FRCNN69.470.254.267153,84128,11173.195.253.655.358.375.658.776.580.22.688237
MOT17-03-SDP74.474.257.579125,19621,49879.594.156.059.561.574.363.875.579.83.5124416
MOT17-06-DPM52.955.042.644882435,21955.796.444.241.457.961.243.575.379.80.292186
MOT17-06-FRCNN56.355.542.957683304,67960.395.641.045.158.157.647.875.780.50.3145217
MOT17-06-SDP57.456.743.266694184,48362.094.640.945.959.655.648.974.680.00.4119203
MOT17-07-DPM55.455.542.310131597,29056.898.441.743.344.176.945.077.880.70.378141
MOT17-07-FRCNN54.355.042.311102997,35256.597.041.843.244.077.645.277.681.10.670158
MOT17-07-SDP58.858.444.915114446,42961.995.943.646.646.775.749.376.480.80.995187
MOT17-08-DPM32.439.934.3103412614,08233.398.243.627.147.676.027.881.984.00.273168
MOT17-08-FRCNN30.338.834.193514914,51631.397.845.925.549.179.526.181.683.90.251122
MOT17-08-SDP33.337.232.0133319613,79534.797.436.728.042.771.728.881.083.80.391188
MOT17-12-DPM54.064.049.524281993,77456.596.155.344.560.676.346.779.482.80.21651
MOT17-12-FRCNN47.761.047.115402474,26950.794.754.940.458.778.642.479.183.00.31442
MOT17-12-SDP52.864.749.623303173,75456.793.955.744.360.178.247.077.982.70.42261
MOT17-14-DPM36.246.933.3107313011,57237.498.238.928.641.573.129.477.380.60.287262
MOT17-14-FRCNN37.448.233.9127038211,02840.395.138.330.241.272.431.674.580.00.5162352
MOT17-14-SDP42.753.937.3145935810,06245.695.941.034.043.873.235.675.080.20.5176427

Raw data:


SLA_public