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ResearchFormerly WizWand

Tensor Reconstruction on COIL-100 1.0 (test)

0.349Relative Reconstruction ErrorHOOI
0.341840.390170.43850.48683Sep 11, 2022
Updated 8mo ago

Evaluation results

MethodLinks
HOOIrank=16,4,4,22022.090.349
ALSrank=16,4,4,22022.090.349
FastKroneckerRegressionrank=16,4,4,2, sketch size=163842022.090.355
DJSSW19rank=16,4,4,2, sketch size=163842022.090.356
DJSSW19rank=16,4,4,2, sketch size=40962022.090.376
FastKroneckerRegressionrank=16,4,4,2, sketch size=40962022.090.377
HOOIrank=8,4,4,22022.090.379
ALSrank=8,4,4,22022.090.386
FastKroneckerRegressionrank=8,4,4,2, sketch size=163842022.090.388
DJSSW19rank=8,4,4,2, sketch size=163842022.090.388
DJSSW19rank=8,4,4,2, sketch size=40962022.090.399
FastKroneckerRegressionrank=8,4,4,2, sketch size=40962022.090.4
HOOIrank=8,4,4,12022.090.414
ALSrank=8,4,4,12022.090.414
FastKroneckerRegressionrank=8,4,4,1, sketch size=163842022.090.416
DJSSW19rank=8,4,4,1, sketch size=163842022.090.416
DJSSW19rank=8,4,4,1, sketch size=40962022.090.42
FastKroneckerRegressionrank=8,4,4,1, sketch size=40962022.090.421
DJSSW19rank=8,4,4,2, sketch size=10242022.090.438
DJSSW19rank=8,4,4,1, sketch size=10242022.090.443
FastKroneckerRegressionrank=8,4,4,1, sketch size=10242022.090.447
FastKroneckerRegressionrank=8,4,4,2, sketch size=10242022.090.454
HOOIrank=4,2,2,12022.090.46
ALSrank=4,2,2,12022.090.46
FastKroneckerRegressionrank=4,2,2,1, sketch size=163842022.090.46
HOOIrank=8,2,2,12022.090.46
ALSrank=8,2,2,12022.090.46
FastKroneckerRegressionrank=4,2,2,1, sketch size=40962022.090.461
DJSSW19rank=4,2,2,1, sketch size=40962022.090.461
DJSSW19rank=4,2,2,1, sketch size=163842022.090.461
FastKroneckerRegressionrank=8,2,2,1, sketch size=163842022.090.461
DJSSW19rank=8,2,2,1, sketch size=163842022.090.461
FastKroneckerRegressionrank=8,2,2,1, sketch size=40962022.090.462
DJSSW19rank=8,2,2,1, sketch size=40962022.090.462
FastKroneckerRegressionrank=4,2,2,1, sketch size=10242022.090.463
DJSSW19rank=4,2,2,1, sketch size=10242022.090.464
DJSSW19rank=8,2,2,1, sketch size=10242022.090.466
FastKroneckerRegressionrank=8,2,2,1, sketch size=10242022.090.472
FastKroneckerRegressionrank=16,4,4,2, sketch size=10242022.090.499
DJSSW19rank=16,4,4,2, sketch size=10242022.090.517
HOOIrank=1,1,1,12022.090.528
ALSrank=1,1,1,12022.090.528
FastKroneckerRegressionrank=1,1,1,1, sketch size=10242022.090.528
FastKroneckerRegressionrank=1,1,1,1, sketch size=40962022.090.528
FastKroneckerRegressionrank=1,1,1,1, sketch size=163842022.090.528
DJSSW19rank=1,1,1,1, sketch size=10242022.090.528
DJSSW19rank=1,1,1,1, sketch size=40962022.090.528
DJSSW19rank=1,1,1,1, sketch size=163842022.090.528