IOU_KMM: Linear Time Siamese Network

MOT20-04


Benchmark:

MOT20 |

Short name:

IOU_KMM

Detector:

Public

Description:

Reference:

O. Urbann, O. Bredtmann, M. Otten, P. Richter, T. Bauer, D. Zibriczky. Online and Real-Time Tracking in a Surveillance Scenario. In arXiv, 2021.

Last submitted:

April 22, 2021 (2 months ago)

Published:

June 03, 2021 at 08:47:21 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

24 Core Skylake Intel Xeon, 2.7 GHz, NVidia V100

Runtime:

30.3 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT2046.549.440.4371 (29.9)244 (19.6)57,517214,77758.584.039.441.941.775.247.367.979.912.84,509 (0.0)7,557 (0.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT20-0468.962.950.2281539,63374,17372.995.445.255.947.679.059.778.182.24.61,5283,418
MOT20-0621.531.626.2359525,51976,99442.068.625.128.026.965.133.154.175.225.31,7282,400
MOT20-0750.949.439.341162,66013,23560.088.236.842.839.373.447.469.779.44.5360447
MOT20-088.427.122.6148019,70550,37535.057.923.522.325.561.727.545.673.524.48931,292

Raw data: