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

KITTI-16


Benchmark:

MOT15 |

Short name:

TSN_15

Detector:

Public

Description:

n/a

Last submitted:

July 07, 2018 (3 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 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1535.543.032.2104 (14.4)314 (43.6)5,68233,51545.583.133.231.737.166.534.763.575.51.0454 (10.0)967 (21.3)

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-130.646.433.35111,1145,32742.878.138.229.541.175.133.360.876.82.22156
ADL-Rundle-338.639.929.83128595,31747.785.027.133.330.166.436.565.077.01.46267
AVG-TownCentre36.953.039.647896813,76747.383.246.934.052.368.136.564.273.71.562254
ETH-Crossing32.447.631.82151366234.096.340.025.442.676.026.274.278.80.133
ETH-Jelmoli41.058.539.210143891,09456.978.840.338.548.963.044.561.676.80.91538
ETH-Linthescher22.130.926.3141392166,71724.891.136.618.941.970.419.571.778.50.22641
KITTI-1644.748.132.42217073956.685.027.438.430.357.742.864.375.90.83139
KITTI-1927.346.432.44161,1082,73448.870.233.432.238.658.137.053.270.51.142194
PETS09-S2L250.737.829.2858483,73961.287.420.841.423.058.845.464.974.81.9165235
TUD-Crossing66.260.242.2622034069.197.435.450.341.960.053.074.778.80.11314
Venice-126.436.229.5392643,07932.584.937.423.339.173.524.964.976.70.61426

Raw data: