OTCD_1_17: real-time online MOT tracker in comressed domain

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

OTCD_1_17

Detector:

Public

Description:

n/a

Reference:

Q. Liu, B. Liu, Y. Wu, W. Li, N. Yu. Real-Time Online Multi-Object Tracking in Compressed Domain. In IEEE Access, 2019.

Last submitted:

November 19, 2019 (1 year ago)

Published:

July 14, 2019 at 15:05:11 CET

Submissions:

2

Project page / code:

Open source:

Yes

Hardware:

2.6GHz CPU, TITAN Xp GPU

Runtime:

15.5 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
MOT1748.647.938.476.9382 (16.2)970 (41.2)18,499268,20452.594.137.639.640.473.841.874.980.01.03,502 (66.7)5,588 (106.5)

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-DPM30.932.826.372.63121694,26034.092.828.124.630.965.225.670.176.70.42977
MOT17-01-FRCNN31.935.533.276.76101,0313,32148.575.232.634.135.473.139.861.779.22.34060
MOT17-01-SDP44.438.832.574.3754173,12151.688.929.236.432.867.539.668.278.20.948102
MOT17-03-DPM54.751.439.075.634252,82544,30557.795.535.643.037.973.445.274.879.01.9277930
MOT17-03-FRCNN59.857.045.077.942252,98638,81462.995.742.348.345.476.450.977.380.82.0234462
MOT17-03-SDP71.456.846.778.161161,05928,49372.898.639.455.541.875.458.078.681.00.74171,084
MOT17-06-DPM37.947.035.274.1241215526,65543.590.339.831.445.566.433.469.377.70.5106120
MOT17-06-FRCNN49.151.741.378.850687615,00857.589.939.443.545.269.647.273.781.10.6228218
MOT17-06-SDP49.751.839.777.051845615,17556.192.238.241.343.368.444.372.980.10.5197146
MOT17-07-DPM34.038.529.274.042867610,37538.690.630.328.332.370.529.870.077.51.4100241
MOT17-07-FRCNN32.937.230.775.14201,11510,05640.586.032.429.934.971.832.268.478.32.2157271
MOT17-07-SDP42.443.134.176.37224889,12146.094.134.034.435.972.936.273.979.71.0119209
MOT17-08-DPM25.128.225.078.674036215,37427.294.129.021.631.075.222.276.781.10.685132
MOT17-08-FRCNN24.128.126.179.463865515,30127.689.931.521.834.774.422.774.181.81.083109
MOT17-08-SDP28.830.027.279.0103825114,66830.696.330.824.133.175.524.878.181.70.4130188
MOT17-12-DPM40.551.439.776.213473754,76045.191.246.633.851.272.035.772.378.90.42467
MOT17-12-FRCNN38.853.441.678.515474664,81244.589.250.634.354.576.536.673.481.00.52242
MOT17-12-SDP43.755.043.479.018442114,65246.395.052.735.856.177.037.577.081.80.21837
MOT17-14-DPM16.322.117.573.6411855614,77020.187.020.515.022.361.315.567.176.80.7139205
MOT17-14-FRCNN17.627.221.671.111762,25512,23333.873.520.224.122.456.326.758.074.43.0750587
MOT17-14-SDP24.530.722.273.258672812,93030.088.423.021.625.066.122.867.077.11.0299301

Raw data: