TPM_15: TPM: Multiple Object Tracking with Tracklet-Plane Matching

ADL-Rundle-3


Benchmark:

Short name:

TPM_15

Detector:

Public

Description:

n/a

Reference:

J. Peng, T. Wang, et.al. TPM: Multiple Object Tracking with Tracklet-Plane Matching. In Pattern Recognition, 2020.

Last submitted:

April 06, 2018 (2 years ago)

Published:

July 17, 2020 at 13:09:40 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

3.30 GHZ, 1 Core

Runtime:

0.8 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
2D MOT 201536.243.671.5111 (15.4)307 (42.6)5,65033,10246.183.41.0420 (9.1)928 (20.1)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
ADL-Rundle-129.545.672.85131,0275,51240.878.72.12153
ADL-Rundle-340.139.873.44119235,10849.884.61.56067
AVG-TownCentre35.954.069.148829923,52750.778.52.264281
ETH-Crossing33.949.974.73142263836.494.30.135
ETH-Jelmoli39.959.373.311134701,03859.176.11.11643
ETH-Linthescher23.933.075.3141362306,54626.791.20.22441
KITTI-1645.747.272.3138781851.991.00.41927
KITTI-1929.147.364.86187872,96344.575.20.736151
PETS09-S2L252.039.070.4967703,70561.688.51.8156224
TUD-Crossing71.061.574.6621829373.497.80.1912
Venice-127.935.872.4493242,95435.383.20.71224

Raw data: