JointMC: Joint Multicut Model

KITTI-16


Benchmark:

MOT15 |

Short name:

JointMC

Detector:

Public

Description:

n/a

Reference:

M. Keuper, S. Tang, B. Andres, T. Brox, B. Schiele. Motion Segmentation amp; Multiple Object Tracking by Correlation Co-Clustering. In IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018.

Last submitted:

July 20, 2016 (5 years ago)

Published:

July 14, 2016 at 10:23:52 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

3 GHZ, 1 Core

Runtime:

0.6 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1535.645.134.6167 (23.2)283 (39.3)10,58028,50853.675.734.734.939.464.941.158.075.81.8457 (8.5)969 (18.1)

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-116.140.832.51383,7783,96957.458.634.631.239.360.744.145.076.27.65888
ADL-Rundle-339.343.932.79111,1255,00150.882.130.835.133.370.139.263.476.71.84870
AVG-TownCentre43.162.244.866739223,11656.481.451.839.259.266.843.462.774.12.028213
ETH-Crossing21.935.025.92169168731.577.630.322.433.869.324.560.476.90.456
ETH-Jelmoli44.458.542.3161355883767.075.342.542.455.258.352.358.877.31.31647
ETH-Linthescher25.734.728.7201373546,25030.088.336.522.642.467.723.870.079.00.33065
KITTI-1641.756.640.14235061663.875.639.241.043.460.949.058.174.81.72654
KITTI-1925.745.934.213151,5622,34156.265.835.233.739.660.742.249.571.81.566155
PETS09-S2L256.041.132.01029423,16267.287.322.645.724.962.250.665.775.32.2142220
TUD-Crossing80.960.247.01013616385.296.336.860.443.963.165.273.779.10.21215
Venice-128.740.031.2458622,36648.171.832.230.534.069.436.854.876.81.92636

Raw data: