INARLA:


Benchmark:

Short name:

INARLA

Detector:

Public

Description:

n/a

Project page / code:

n/a

Reference:

H. Wu, Y. Hu, K. Wang, H. Li, L. Nie, H. Cheng. Instance-aware representation learning and association for online multi-person tracking. In Pattern Recognition, 2019.

Processing:

Online

Last submitted:

February 11, 2018 (2 years ago)

Published:

August 09, 2019 at 10:02:30 CET

Submissions:

1

Open source:

No

Hardware:

CPU: 8 core, 3.7 GHz, GPU: Tesla K40

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
2D MOT 201534.742.170.790.0216.09,85529,1581,112

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
ADL-Rundle-120.142.169.26.03.03,4633,868100
ADL-Rundle-336.037.875.07.08.01,3835,014109
AVG-TownCentre32.145.767.420.054.09553,649250
ETH-Crossing35.248.574.92.011.07256612
ETH-Jelmoli48.157.173.913.013.032995533
ETH-Linthescher41.348.373.320.0104.04724,70469
KITTI-1632.955.067.40.01.032978626
KITTI-1924.446.966.77.015.01,3242,64967
PETS09-S2L240.526.169.93.05.07034,657380
TUD-Crossing73.063.373.37.00.01226025
Venice-136.440.169.05.02.08132,05041

Raw data:


INARLA