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ResearchFormerly WizWand

Tensor Decomposition on Hyperspectral image tensor

1.873Avg Iteration Time (s)HOOI
-3.247231.3141565.8755100.43685Sep 11, 2022
Updated 8mo ago

Evaluation results

MethodLinks
HOOIrank=1,1,12022.091.873
HOOIrank=2,2,22022.092.019
DJSSW19rank=1,1,1, sketch size=163842022.092.203
FastKroneckerRegressionrank=1,1,1, sketch size=10242022.092.222
DJSSW19rank=1,1,1, sketch size=10242022.092.224
FastKroneckerRegressionrank=1,1,1, sketch size=40962022.092.241
DJSSW19rank=1,1,1, sketch size=40962022.092.241
HOOIrank=4,4,42022.092.255
FastKroneckerRegressionrank=1,1,1, sketch size=163842022.092.312
ALSrank=1,1,12022.092.377
FastKroneckerRegressionrank=2,2,2, sketch size=40962022.092.413
FastKroneckerRegressionrank=2,2,2, sketch size=10242022.092.449
DJSSW19rank=2,2,2, sketch size=10242022.092.45
DJSSW19rank=2,2,2, sketch size=163842022.092.452
DJSSW19rank=2,2,2, sketch size=40962022.092.47
FastKroneckerRegressionrank=2,2,2, sketch size=163842022.092.476
ALSrank=2,2,22022.092.491
DJSSW19rank=4,4,4, sketch size=10242022.092.747
FastKroneckerRegressionrank=4,4,4, sketch size=10242022.092.798
FastKroneckerRegressionrank=4,4,4, sketch size=40962022.092.838
HOOIrank=8,8,42022.092.845
HOOIrank=8,8,82022.092.888
DJSSW19rank=4,4,4, sketch size=40962022.092.902
FastKroneckerRegressionrank=4,4,4, sketch size=163842022.092.922
ALSrank=4,4,42022.092.965
DJSSW19rank=4,4,4, sketch size=163842022.093.022
FastKroneckerRegressionrank=8,8,4, sketch size=10242022.093.15
ALSrank=8,8,42022.093.282
FastKroneckerRegressionrank=8,8,4, sketch size=40962022.093.305
DJSSW19rank=8,8,4, sketch size=10242022.093.324
FastKroneckerRegressionrank=8,8,4, sketch size=163842022.093.481
FastKroneckerRegressionrank=8,8,8, sketch size=10242022.093.7
ALSrank=16,16,42022.093.88
FastKroneckerRegressionrank=16,16,4, sketch size=10242022.093.969
HOOIrank=16,16,42022.093.997
ALSrank=8,8,82022.094.043
FastKroneckerRegressionrank=8,8,8, sketch size=40962022.094.168
DJSSW19rank=8,8,4, sketch size=40962022.094.24
FastKroneckerRegressionrank=16,16,4, sketch size=40962022.094.802
DJSSW19rank=8,8,8, sketch size=10242022.095.559
FastKroneckerRegressionrank=8,8,8, sketch size=163842022.095.682
FastKroneckerRegressionrank=16,16,4, sketch size=163842022.097.781
DJSSW19rank=8,8,4, sketch size=163842022.097.783
DJSSW19rank=16,16,4, sketch size=10242022.0911.104
DJSSW19rank=8,8,8, sketch size=40962022.0911.774
DJSSW19rank=8,8,8, sketch size=163842022.0934.878
DJSSW19rank=16,16,4, sketch size=40962022.0938.066
DJSSW19rank=16,16,4, sketch size=163842022.09129.878