INARLA:

TUD-Crossing


Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Benchmark:

MOT15 |

Short name:

INARLA

Detector:

Public

Description:

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.

Last submitted:

February 11, 2018 (4 years ago)

Published:

August 09, 2019 at 10:02:30 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

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

Runtime:

2.6 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1534.742.131.890 (12.5)216 (30.0)9,85529,15852.576.629.534.533.063.340.058.374.81.71,112 (21.2)2,848 (54.2)

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-120.142.131.8633,4633,86858.461.130.832.934.162.344.546.573.56.9100402
ADL-Rundle-336.037.829.7781,3835,01450.778.825.135.327.765.140.362.777.52.2109221
AVG-TownCentre32.145.732.420549553,64949.078.632.433.036.461.936.758.872.42.1250570
ETH-Crossing35.248.533.12117256643.685.934.332.136.872.334.668.178.10.31222
ETH-Jelmoli48.157.140.9131332995562.482.840.940.948.762.747.463.077.80.73376
ETH-Linthescher41.348.335.7201044724,70447.390.037.334.241.069.036.569.377.20.469164
KITTI-1632.955.036.70132978653.873.638.834.742.660.140.154.971.71.626113
KITTI-1924.446.933.37151,3242,64950.467.033.733.137.760.039.352.371.51.367326
PETS09-S2L240.526.120.5357034,65751.787.612.035.213.755.238.164.674.41.6380743
TUD-Crossing73.063.345.8701226076.498.639.353.443.066.756.572.977.80.12551
Venice-136.440.131.3528132,05055.175.629.133.933.762.540.255.274.31.841160

Raw data: