TSN_15: Tracklet Siamese Network with Constrained Clustering for Multiple Object Tracking

TUD-Crossing


Benchmark:

Short name:

TSN_15

Detector:

Public

Description:

n/a

Last submitted:

July 07, 2018 (2 years ago)

Published:

July 17, 2020 at 13:12:18 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 201535.543.071.5104 (14.4)314 (43.6)5,68233,51545.583.11.0454 (10.0)967 (21.3)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
ADL-Rundle-130.646.472.85111,1145,32742.878.12.22156
ADL-Rundle-338.639.973.63128595,31747.785.01.46267
AVG-TownCentre36.953.069.347896813,76747.383.21.562254
ETH-Crossing32.447.675.02151366234.096.30.133
ETH-Jelmoli41.058.573.410143891,09456.978.80.91538
ETH-Linthescher22.130.975.3141392166,71724.891.10.22641
KITTI-1644.748.172.12217073956.685.00.83139
KITTI-1927.346.464.64161,1082,73448.870.21.142194
PETS09-S2L250.737.870.4858483,73961.287.41.9165235
TUD-Crossing66.260.275.1622034069.197.40.11314
Venice-126.436.272.4392643,07932.584.90.61426

Raw data: