RAR16pub: Recurrent Autoregressive Networks for Online Multi-Object Tracking

MOT16-06


Benchmark:

MOT16 |

Short name:

RAR16pub

Detector:

Public

Description:

Recurrent autoregressive networks tracking framework with public detections

Reference:

K. Fang, Y. Xiang, X. Li, S. Savarese. Recurrent Autoregressive Networks for Online Multi-Object Tracking. In The IEEE Winter Conference on Applications of Computer Vision (WACV), 2018.

Last submitted:

March 24, 2017 (4 years ago)

Published:

July 23, 2018 at 09:33:19 CET

Submissions:

1

Project page / code:

Open source:

No

Hardware:

Titan X, 1.5GHZ, 1Core

Runtime:

0.9 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1645.948.836.5100 (13.2)318 (41.9)6,87191,17350.093.036.336.838.175.838.972.478.51.2648 (13.0)1,992 (39.8)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0126.333.625.9213414,66327.197.733.719.935.175.620.473.577.50.11249
MOT16-0354.652.839.734223,49243,67958.294.636.843.038.676.045.473.778.62.33011,072
MOT16-0645.253.938.9311074145,82149.593.242.635.744.874.837.670.877.00.386205
MOT16-0739.945.932.86196599,07444.491.733.732.235.373.534.070.277.51.373188
MOT16-0829.835.128.162497110,68836.186.229.027.230.576.729.269.680.11.689166
MOT16-1239.048.337.012406344,38047.286.140.134.242.175.837.368.078.60.743131
MOT16-1426.639.127.499366012,86830.489.533.322.534.676.123.669.577.80.944181

Raw data:


RAR16pub