ITM: Individualized Tubelet Model

ADL-Rundle-3


Benchmark:

Short name:

ITM

Detector:

Public

Description:

Reference:

Pivot Correlation Network with Individualized Tubelets for Efficient Multi-object Tracking

Last submitted:

November 30, 2020 (1 month ago)

Published:

November 12, 2020 at 03:34:16 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

2080Ti

Runtime:

1.2 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
2D MOT 201550.149.876.1286 (39.7)95 (13.2)7,63821,31165.384.01.31,730 (26.5)1,891 (29.0)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
ADL-Rundle-138.850.774.21142,1033,53362.073.34.260162
ADL-Rundle-344.245.881.91241,3304,25858.181.62.189123
AVG-TownCentre56.651.270.8135111,0201,27382.285.22.3806399
ETH-Crossing67.768.683.58610520279.988.40.51730
ETH-Jelmoli58.566.280.3161328674970.586.20.71945
ETH-Linthescher59.160.279.874351,2942,09876.584.11.1260249
KITTI-1652.862.370.7318370158.892.30.41956
KITTI-1947.456.371.89164502,28457.387.20.474159
PETS09-S2L249.430.275.0424884,05358.092.01.1335600
TUD-Crossing77.250.572.7902919582.396.90.12733
Venice-146.544.375.0534501,96556.985.21.02435

Raw data: