MASS: Multiple Object Tracking with Attention to Motion, Appearance, Structure and Size


Benchmark:

MOT17 |

Short name:

MASS

Detector:

Public

Description:

n/a

Project page / code:

n/a

Reference:

H. Karunasekera, H. Wang, H. Zhang. Multiple Object Tracking With Attention to Appearance, Structure, Motion and Size. In IEEE Access, 2019.

Processing:

Online

Last submitted:

April 16, 2019 (11 months ago)

Published:

April 04, 2019 at 12:28:45 CET

Submissions:

3

Open source:

No

Hardware:

Intel Xeon(R) CPU E5-1630 v3 @ 3.70GHz × 8 (1 Core used)

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
MOT1746.946.076.1399.0856.025,733269,1164,478

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
MOT17-01-DPM25.230.472.02.012.01074,66455
MOT17-01-FRCNN24.935.076.26.07.01,5893,21539
MOT17-01-SDP35.835.573.37.04.01,3482,675118
MOT17-03-DPM45.141.174.720.035.03,76953,056602
MOT17-03-FRCNN58.051.477.638.025.01,98841,658347
MOT17-03-SDP73.659.277.170.013.01,49225,519636
MOT17-06-DPM43.044.572.521.0110.01836,433106
MOT17-06-FRCNN54.657.477.755.056.05934,599161
MOT17-06-SDP55.961.374.966.066.07444,298157
MOT17-07-DPM32.935.873.34.030.036510,841128
MOT17-07-FRCNN32.538.174.57.015.01,6919,461254
MOT17-07-SDP45.143.474.912.015.01,1277,934209
MOT17-08-DPM24.227.578.66.042.027015,625123
MOT17-08-FRCNN22.128.779.47.038.01,00015,341108
MOT17-08-SDP28.630.877.810.035.077914,044261
MOT17-12-DPM38.549.976.29.047.03374,94841
MOT17-12-FRCNN36.049.477.914.039.08204,68143
MOT17-12-SDP40.354.878.119.037.09324,17569
MOT17-14-DPM19.127.172.95.0106.063214,192133
MOT17-14-FRCNN15.732.971.011.070.03,42511,656500
MOT17-14-SDP29.540.171.510.054.02,54210,101388

Raw data:


MASS