RAR15pub: Recurrent Autoregressive Networks for Online Multi-Object Tracking

ETH-Crossing


Benchmark:

MOT15 |

Short name:

RAR15pub

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 27, 2017 (4 years ago)

Published:

July 23, 2018 at 09:34:33 CET

Submissions:

2

Project page / code:

Open source:

No

Hardware:

Titan X, 1.5GHZ, 1Core

Runtime:

5.4 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1535.145.433.294 (13.0)305 (42.3)6,77132,71746.780.934.931.937.869.935.561.475.11.2381 (8.1)1,523 (32.6)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
ADL-Rundle-126.347.434.88112,1354,69049.668.440.230.343.172.937.551.776.04.331168
ADL-Rundle-339.643.131.34107295,34447.486.929.433.730.772.436.266.475.91.264148
AVG-TownCentre30.351.337.642969174,03843.577.247.929.753.367.633.258.973.82.025237
ETH-Crossing37.655.136.9514761938.398.248.128.550.777.529.375.178.60.000
ETH-Jelmoli40.658.339.99134861,00460.475.941.738.447.767.146.358.176.61.11879
ETH-Linthescher26.938.228.9121321996,30729.492.938.421.941.075.622.671.577.60.22364
KITTI-1641.257.738.40317480952.483.741.036.145.163.539.963.775.30.81866
KITTI-1931.350.133.53148192,80947.475.634.832.839.161.036.357.871.20.841300
PETS09-S2L249.636.428.4437983,92359.387.819.741.221.067.144.465.774.01.8135357
TUD-Crossing70.177.852.6614627375.294.754.051.257.173.355.569.977.00.21129
Venice-126.039.027.9184612,90136.478.331.624.733.667.227.559.075.71.01575

Raw data: