Tucker decomposition on Cardiac MRI tensor
0.35Relative Reconstruction ErrorHOOI
Evaluation results
| Method | Links | |
|---|---|---|
| HOOIrank=8,8,4,42022.09 | 0.35 | |
| ALSrank=8,8,4,42022.09 | 0.351 | |
| FastKroneckerRegressionrank=8,8,4,4, sketch size=163842022.09 | 0.356 | |
| FastKroneckerRegressionrank=8,8,4,4, sketch size=40962022.09 | 0.371 | |
| DJSSW19rank=8,8,4,4, sketch size=163842022.09 | 0.409 | |
| HOOIrank=8,4,4,12022.09 | 0.448 | |
| HOOIrank=8,4,4,22022.09 | 0.448 | |
| ALSrank=8,4,4,22022.09 | 0.451 | |
| ALSrank=8,4,4,12022.09 | 0.452 | |
| FastKroneckerRegressionrank=8,4,4,1, sketch size=163842022.09 | 0.453 | |
| DJSSW19rank=8,4,4,1, sketch size=163842022.09 | 0.454 | |
| FastKroneckerRegressionrank=8,4,4,2, sketch size=163842022.09 | 0.455 | |
| DJSSW19rank=8,4,4,2, sketch size=163842022.09 | 0.455 | |
| DJSSW19rank=8,4,4,1, sketch size=40962022.09 | 0.458 | |
| FastKroneckerRegressionrank=8,4,4,1, sketch size=40962022.09 | 0.459 | |
| HOOIrank=8,8,2,22022.09 | 0.465 | |
| DJSSW19rank=8,4,4,2, sketch size=40962022.09 | 0.466 | |
| ALSrank=8,8,2,22022.09 | 0.467 | |
| DJSSW19rank=8,8,2,2, sketch size=163842022.09 | 0.47 | |
| FastKroneckerRegressionrank=8,8,2,2, sketch size=163842022.09 | 0.471 | |
| FastKroneckerRegressionrank=8,4,4,2, sketch size=40962022.09 | 0.475 | |
| DJSSW19rank=8,8,4,4, sketch size=40962022.09 | 0.476 | |
| DJSSW19rank=8,8,2,2, sketch size=40962022.09 | 0.48 | |
| FastKroneckerRegressionrank=8,8,2,2, sketch size=40962022.09 | 0.485 | |
| DJSSW19rank=8,4,4,1, sketch size=10242022.09 | 0.488 | |
| FastKroneckerRegressionrank=8,4,4,1, sketch size=10242022.09 | 0.491 | |
| FastKroneckerRegressionrank=8,4,4,2, sketch size=10242022.09 | 0.492 | |
| FastKroneckerRegressionrank=8,8,2,2, sketch size=10242022.09 | 0.498 | |
| HOOIrank=4,4,2,22022.09 | 0.511 | |
| ALSrank=4,4,2,22022.09 | 0.511 | |
| FastKroneckerRegressionrank=4,4,2,2, sketch size=163842022.09 | 0.512 | |
| DJSSW19rank=4,4,2,2, sketch size=163842022.09 | 0.513 | |
| FastKroneckerRegressionrank=4,4,2,2, sketch size=40962022.09 | 0.514 | |
| DJSSW19rank=4,4,2,2, sketch size=40962022.09 | 0.515 | |
| FastKroneckerRegressionrank=4,4,2,2, sketch size=10242022.09 | 0.533 | |
| DJSSW19rank=8,8,2,2, sketch size=10242022.09 | 0.556 | |
| DJSSW19rank=4,4,2,2, sketch size=10242022.09 | 0.561 | |
| HOOIrank=4,2,2,12022.09 | 0.569 | |
| HOOIrank=8,2,2,12022.09 | 0.569 | |
| ALSrank=4,2,2,12022.09 | 0.57 | |
| FastKroneckerRegressionrank=4,2,2,1, sketch size=163842022.09 | 0.57 | |
| DJSSW19rank=4,2,2,1, sketch size=163842022.09 | 0.57 | |
| FastKroneckerRegressionrank=4,2,2,1, sketch size=40962022.09 | 0.571 | |
| DJSSW19rank=4,2,2,1, sketch size=40962022.09 | 0.571 | |
| DJSSW19rank=4,2,2,1, sketch size=10242022.09 | 0.573 | |
| FastKroneckerRegressionrank=4,2,2,1, sketch size=10242022.09 | 0.574 | |
| ALSrank=8,2,2,12022.09 | 0.577 | |
| FastKroneckerRegressionrank=8,2,2,1, sketch size=163842022.09 | 0.577 | |
| DJSSW19rank=8,2,2,1, sketch size=163842022.09 | 0.577 | |
| FastKroneckerRegressionrank=8,2,2,1, sketch size=40962022.09 | 0.579 | |
| DJSSW19rank=8,2,2,1, sketch size=40962022.09 | 0.581 | |
| FastKroneckerRegressionrank=8,2,2,1, sketch size=10242022.09 | 0.584 | |
| DJSSW19rank=8,4,4,2, sketch size=10242022.09 | 0.585 | |
| DJSSW19rank=8,2,2,1, sketch size=10242022.09 | 0.589 | |
| HOOIrank=1,1,1,12022.09 | 0.648 | |
| ALSrank=1,1,1,12022.09 | 0.648 | |
| FastKroneckerRegressionrank=1,1,1,1, sketch size=40962022.09 | 0.648 | |
| FastKroneckerRegressionrank=1,1,1,1, sketch size=163842022.09 | 0.648 | |
| DJSSW19rank=1,1,1,1, sketch size=10242022.09 | 0.648 | |
| DJSSW19rank=1,1,1,1, sketch size=40962022.09 | 0.648 | |
| DJSSW19rank=1,1,1,1, sketch size=163842022.09 | 0.648 | |
| FastKroneckerRegressionrank=1,1,1,1, sketch size=10242022.09 | 0.649 | |
| DJSSW19rank=8,8,4,4, sketch size=10242022.09 | 0.679 |