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

ADL-Rundle-3


Benchmark:

MOT15 |

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 (3 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 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1536.243.632.7111 (15.4)307 (42.6)5,65033,10246.183.433.732.137.866.335.263.675.61.0420 (9.1)928 (20.1)

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-129.545.633.05131,0275,51240.878.739.228.242.375.031.660.976.72.12153
ADL-Rundle-340.139.830.54119235,10849.884.627.334.531.064.638.064.776.81.56067
AVG-TownCentre35.954.040.248829923,52750.778.546.835.252.167.339.260.773.52.264281
ETH-Crossing33.949.933.73142263836.494.342.027.144.975.728.172.978.50.135
ETH-Jelmoli39.959.340.111134701,03859.176.142.138.549.566.045.959.276.81.11643
ETH-Linthescher23.933.027.4141362306,54626.791.237.120.342.669.321.071.878.50.22441
KITTI-1645.747.233.4138781851.991.030.037.233.257.939.569.376.20.41927
KITTI-1929.147.331.56187872,96344.575.234.529.438.960.332.755.271.00.736151
PETS09-S2L252.039.029.3967703,70561.688.520.741.923.159.545.765.775.01.8156224
TUD-Crossing71.061.546.5621829373.497.841.352.551.957.255.674.178.50.1912
Venice-127.935.829.0493242,95435.383.233.425.335.072.627.264.276.50.71224

Raw data: