INARLA:

ADL-Rundle-1


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 (3 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: