JointMC: Joint Multicut Model

TUD-Crossing


Benchmark:

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 (4 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 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
2D MOT 201535.645.171.9167 (23.2)283 (39.3)10,58028,50853.675.71.8457 (8.5)969 (18.1)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
ADL-Rundle-116.140.872.21383,7783,96957.458.67.65888
ADL-Rundle-339.343.973.49111,1255,00150.882.11.84870
AVG-TownCentre43.162.269.866739223,11656.481.42.028213
ETH-Crossing21.935.073.32169168731.577.60.456
ETH-Jelmoli44.458.573.9161355883767.075.31.31647
ETH-Linthescher25.734.775.8201373546,25030.088.30.33065
KITTI-1641.756.671.34235061663.875.61.72654
KITTI-1925.745.966.513151,5622,34156.265.81.566155
PETS09-S2L256.041.171.41029423,16267.287.32.2142220
TUD-Crossing80.960.275.31013616385.296.30.21215
Venice-128.740.072.7458622,36648.171.81.92636

Raw data: