DGST: Spatio-temporal graph attention based on decoupling representation

MOT17-01-DPM


Benchmark:

MOT17 | MOT16 | MOT20 |

Short name:

DGST

Detector:

Private

Description:

Reference:

Last submitted:

new January 20, 2022 (1 day ago)

Published:

November 16, 2021 at 04:25:29 CET

Submissions:

4

Project page / code:

n/a

Open source:

No

Hardware:

RTX2080Ti

Runtime:

53.7 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1773.674.460.7963 (40.9)393 (16.7)27,744118,38679.094.161.060.766.478.065.978.583.71.62,835 (0.0)7,419 (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-DPM61.463.451.51341972,26964.895.553.050.358.580.253.779.183.70.42483
MOT17-01-FRCNN61.463.451.51341972,26964.895.553.050.358.580.253.779.183.70.42483
MOT17-01-SDP61.463.451.51341972,26964.895.553.050.358.580.253.779.183.70.42483
MOT17-03-DPM89.584.870.312824,2256,65493.695.967.373.672.980.179.381.184.62.8157582
MOT17-03-FRCNN89.584.870.312824,2256,65493.695.967.373.672.980.179.381.184.62.8157582
MOT17-03-SDP89.584.870.312824,2256,65493.695.967.373.672.980.179.381.184.62.8157582
MOT17-06-DPM63.364.250.876443643,81267.795.650.451.658.573.055.077.782.30.3153275
MOT17-06-FRCNN63.364.250.876443643,81267.795.650.451.658.573.055.077.782.30.3153275
MOT17-06-SDP63.364.250.876443643,81267.795.650.451.658.573.055.077.782.30.3153275
MOT17-07-DPM65.462.350.22131,0264,68572.392.246.854.351.372.459.576.082.92.1135397
MOT17-07-FRCNN65.462.350.22131,0264,68572.392.246.854.351.372.459.576.082.92.1135397
MOT17-07-SDP65.462.350.22131,0264,68572.392.246.854.351.372.459.576.082.92.1135397
MOT17-08-DPM42.644.236.6202034111,59945.196.538.635.242.070.336.678.582.40.5177451
MOT17-08-FRCNN42.644.236.6202034111,59945.196.538.635.242.070.336.678.582.40.5177451
MOT17-08-SDP42.644.236.6202034111,59945.196.538.635.242.070.336.678.582.40.5177451
MOT17-12-DPM53.767.953.024228893,09964.286.259.947.164.378.953.371.583.31.024157
MOT17-12-FRCNN53.767.953.024228893,09964.286.259.947.164.378.953.371.583.31.024157
MOT17-12-SDP53.767.953.024228893,09964.286.259.947.164.378.953.371.583.31.024157
MOT17-14-DPM46.861.343.439362,2067,34460.383.547.040.451.371.446.564.478.82.9275528
MOT17-14-FRCNN46.861.343.439362,2067,34460.383.547.040.451.371.446.564.478.82.9275528
MOT17-14-SDP46.861.343.439362,2067,34460.383.547.040.451.371.446.564.478.82.9275528

Raw data: