DASOT16:

MOT16-01


Benchmark:

MOT16 |

Short name:

DASOT16

Detector:

Public

Description:

n/a

Reference:

Q. Chu, W. Ouyang, B. Liu, F. Zhu, N. Yu. DASOT: A Unified Framework Integrating Data Association and Single Object Tracking for Online Multi-Object Tracking. In Proceedings of the AAAI Conference on Artificial Intelligence, 2020.

Last submitted:

March 23, 2019 (1 year ago)

Published:

May 13, 2020 at 10:20:19 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

2.6GHZ 1 Core; TITAN Xp

Runtime:

9.0 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1646.149.475.3111 (14.6)316 (41.6)8,22289,20451.191.91.4802 (15.7)2,057 (40.3)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT16-0137.438.571.55102513,68742.391.50.666110
MOT16-0353.253.875.537265,63942,94358.991.63.83051,006
MOT16-0648.254.973.0331003465,52352.194.60.3103196
MOT16-0743.144.673.77166118,59147.492.71.291291
MOT16-0830.333.879.062661810,93434.790.41.0107173
MOT16-1244.755.677.015383294,20149.492.60.45784
MOT16-1425.235.673.9810042813,32527.992.30.673197

Raw data: