FlowTracker: SDOF-Tracker: Fast and Accurate Multiple Human Tracking by Skipped-Detection and Optical-Flow

MOT17-14-SDP


Benchmark:

MOT20 | MOT17 |

Short name:

FlowTracker

Detector:

Public

Description:

Reference:

H. Nishimura et al., "SDOF-Tracker: Fast and Accurate Multiple Human Tracking by Skipped-Detection and Optical-Flow"

Last submitted:

August 31, 2021 (2 months ago)

Published:

August 31, 2021 at 22:55:42 CET

Submissions:

1

Open source:

Yes

Hardware:

CPU (4.20GHz, 4 Core), no GPU

Runtime:

61.2 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1740.438.032.5330 (14.0)863 (36.6)60,962269,13652.382.928.937.130.476.841.666.078.83.45,927 (0.0)6,748 (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-DPM16.823.520.73101,1694,10736.366.718.623.419.472.727.750.874.92.691101
MOT17-01-FRCNN24.631.629.4671,5383,27549.267.427.332.029.173.939.854.578.23.45368
MOT17-01-SDP37.234.630.5741,1952,75857.275.525.836.527.175.143.857.876.82.795119
MOT17-03-DPM28.527.325.1282626,85446,72955.468.318.235.418.875.844.354.776.817.91,2231,151
MOT17-03-FRCNN56.846.238.235281,80042,96259.097.232.845.334.478.747.378.080.91.2452530
MOT17-03-SDP69.450.943.060191,21429,65871.798.434.454.036.277.156.577.680.40.81,1921,331
MOT17-06-DPM29.336.729.621991,9636,12848.074.228.731.130.472.836.456.375.21.6241247
MOT17-06-FRCNN48.350.939.931687195,18456.090.238.641.640.877.644.872.279.50.6190251
MOT17-06-SDP49.351.939.246718744,90358.488.737.940.940.374.844.868.077.50.7200274
MOT17-07-DPM20.227.223.75243,6199,61343.166.820.228.621.073.334.353.174.97.2252267
MOT17-07-FRCNN31.532.828.35181,6829,67442.781.126.731.228.372.734.365.277.43.4211312
MOT17-07-SDP44.840.132.611161,0448,07352.289.428.637.430.173.640.569.478.32.1200262
MOT17-08-DPM12.523.121.35393,22415,07728.665.221.221.722.176.024.756.378.45.2177172
MOT17-08-FRCNN21.726.324.583991115,54326.486.029.220.831.180.222.071.582.01.596112
MOT17-08-SDP28.029.026.073565814,37831.991.127.424.928.979.526.074.080.71.1174192
MOT17-12-DPM12.034.828.912372,8224,71645.658.330.427.831.974.736.847.177.63.18775
MOT17-12-FRCNN31.741.933.412467595,11441.082.437.230.140.477.233.366.981.00.84555
MOT17-12-SDP35.149.238.315398264,72945.482.744.732.946.679.836.766.781.00.96666
MOT17-14-DPM10.523.318.32952,95613,32927.963.618.019.018.676.021.950.075.13.9258285
MOT17-14-FRCNN15.830.723.54783,00612,27033.667.424.123.825.969.227.154.373.74.0278439
MOT17-14-SDP27.533.824.87652,12910,91640.978.022.228.023.372.231.459.875.72.8346439

Raw data:


FlowTracker