DAST: Distractor Aware Single Object Tracker

MOT16-01


Benchmark:

MOT16 |

Short name:

DAST

Detector:

Public

Description:

We used public detection, and we use distractor aware single object tracker to assist detection and tracker verification module.

Reference:

Anonymous submission

Last submitted:

May 25, 2020 (1 month ago)

Published:

May 25, 2020 at 09:15:26 CET

Submissions:

4

Project page / code:

n/a

Open source:

No

Hardware:

Titan XP

Runtime:

8.7 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1648.953.274.9115 (15.2)275 (36.2)9,98782,42754.890.91.7838 (15.3)1,936 (35.3)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT16-0142.247.771.2372993,36447.491.00.73378
MOT16-0356.957.575.042225,78638,93262.891.93.9351763
MOT16-0646.552.573.232935295,54452.091.90.4104269
MOT16-0744.548.473.67147778,15450.091.31.6124295
MOT16-0835.541.478.7112168810,00240.290.71.1102174
MOT16-1238.653.476.511337564,29748.284.10.838108
MOT16-1427.742.174.19851,15212,13434.484.61.586249

Raw data: