MAT: Motion-Aware Multi-Object Tracking

MOT17-01-DPM


Benchmark:

MOT17 | MOT16 |

Short name:

MAT

Detector:

Public

Description:

MAT: Motion-Aware Multi-Object Tracking

Reference:

MAT: Motion-Aware Multi-Object Tracking

Last submitted:

September 07, 2020 (1 year ago)

Published:

September 03, 2020 at 14:35:25 CET

Submissions:

2

Project page / code:

Open source:

No

Hardware:

2080Ti

Runtime:

11.5 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1767.169.256.0917 (38.9)622 (26.4)22,756161,54771.494.757.255.162.876.659.278.583.11.31,279 (17.9)2,037 (28.5)

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-DPM51.656.846.5811833,03153.097.651.542.158.174.843.680.382.80.2816
MOT17-01-FRCNN48.059.547.9895642,78156.986.755.941.261.578.946.170.382.41.31017
MOT17-01-SDP53.656.246.3893692,61259.591.248.944.152.674.648.073.681.70.81521
MOT17-03-DPM80.177.862.7100141,97618,82582.097.861.164.566.078.868.181.283.51.375144
MOT17-03-FRCNN80.178.963.396131,76519,02181.898.062.364.567.079.168.081.483.61.267141
MOT17-03-SDP85.479.464.4112112,50412,66687.997.461.368.067.276.772.480.383.01.798192
MOT17-06-DPM56.261.449.985751,1013,99266.187.650.549.662.766.655.673.783.30.973109
MOT17-06-FRCNN58.862.751.294621,3633,40771.186.050.852.063.166.059.571.982.91.185148
MOT17-06-SDP56.961.849.6108561,7483,22772.683.048.251.460.765.160.669.382.81.5101137
MOT17-07-DPM55.454.945.016138326,62560.892.544.046.747.975.950.276.582.41.771100
MOT17-07-FRCNN55.857.545.41798936,50961.592.144.247.348.375.650.976.382.11.866115
MOT17-07-SDP57.558.146.62081,0456,05864.191.245.348.649.775.152.975.281.92.174119
MOT17-08-DPM37.042.839.0192938512,86539.195.547.532.253.375.333.481.684.80.65765
MOT17-08-FRCNN35.343.539.7173246113,14537.894.550.631.454.378.132.681.585.20.75460
MOT17-08-SDP37.443.840.1203243212,74539.795.149.332.953.777.034.181.884.90.75665
MOT17-12-DPM58.767.254.630303273,23562.794.360.049.965.876.953.280.184.50.42132
MOT17-12-FRCNN52.561.751.026344513,64957.991.856.646.163.574.049.778.784.80.51928
MOT17-12-SDP58.066.054.331294483,16863.492.559.250.066.375.754.078.784.40.52437
MOT17-14-DPM46.557.942.732531,0228,77352.590.547.039.251.671.942.372.980.81.485131
MOT17-14-FRCNN42.655.442.031472,4798,02256.680.845.339.250.270.945.464.980.03.3103165
MOT17-14-SDP46.956.342.939462,5087,19161.181.844.342.049.669.948.865.379.83.3117195

Raw data: