FMP: one-shot multi-object tracking

MOT16-01


Benchmark:

MOT17 | MOT20 | MOT16 |

Short name:

FMP

Detector:

Private

Description:

Modified version based on FairMOT
Use the same data set as FairMOT

Reference:

Last submitted:

March 24, 2021 (18 days ago)

Published:

March 02, 2021 at 09:29:54 CET

Submissions:

3

Project page / code:

n/a

Open source:

Yes

Hardware:

2 RTX2080TI and inter Xeon(R) CPU E5-2620 v4@2.10Ghz*32 mermory 64GB

Runtime:

15.4 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
MOT1675.670.758.881.0335 (44.1)109 (14.4)7,25736,15980.295.356.461.760.280.466.479.083.41.21,009 (0.0)2,440 (0.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0159.458.449.081.2961542,41262.396.349.249.253.282.151.880.183.70.328101
MOT16-0389.878.966.982.213102,9247,50192.897.161.473.165.681.778.081.684.31.9220610
MOT16-0663.667.052.978.696377183,27571.692.053.852.658.577.857.874.281.70.6202292
MOT16-0765.858.948.579.81825064,97369.595.744.553.346.878.756.878.282.41.0109356
MOT16-0848.244.938.080.41798667,65854.291.335.341.637.374.644.875.482.61.4143383
MOT16-1258.967.952.980.323194202,95364.492.757.648.960.182.552.976.182.80.533164
MOT16-1449.557.341.673.641361,6697,38760.086.943.140.746.472.945.565.977.72.2274534

Raw data: