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 month 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 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1767.169.280.8917 (38.9)622 (26.4)22,756161,54771.494.71.31,279 (17.9)2,037 (28.5)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM51.656.880.3811833,03153.097.60.2816
MOT17-01-FRCNN48.059.579.4895642,78156.986.71.31017
MOT17-01-SDP53.656.278.9893692,61259.591.20.81521
MOT17-03-DPM80.177.881.2100141,97618,82582.097.81.375144
MOT17-03-FRCNN80.178.981.396131,76519,02181.898.01.267141
MOT17-03-SDP85.479.480.7112112,50412,66687.997.41.798192
MOT17-06-DPM56.261.481.085751,1013,99266.187.60.973109
MOT17-06-FRCNN58.862.780.594621,3633,40771.186.01.185148
MOT17-06-SDP56.961.880.4108561,7483,22772.683.01.5101137
MOT17-07-DPM55.454.979.916138326,62560.892.51.771100
MOT17-07-FRCNN55.857.579.71798936,50961.592.11.866115
MOT17-07-SDP57.558.179.42081,0456,05864.191.22.174119
MOT17-08-DPM37.042.883.2192938512,86539.195.50.65765
MOT17-08-FRCNN35.343.583.5173246113,14537.894.50.75460
MOT17-08-SDP37.443.883.3203243212,74539.795.10.75665
MOT17-12-DPM58.767.282.430303273,23562.794.30.42132
MOT17-12-FRCNN52.561.782.826344513,64957.991.80.51928
MOT17-12-SDP58.066.082.231294483,16863.492.50.52437
MOT17-14-DPM46.557.978.032531,0228,77352.590.51.485131
MOT17-14-FRCNN42.655.477.331472,4798,02256.680.83.3103165
MOT17-14-SDP46.956.376.939462,5087,19161.181.83.3117195

Raw data: