Low-rank tensor decomposition on Cardiac MRI tensor
1.187Avg Iteration Time (s)HOOI
Evaluation Results
| Method | Links | |
|---|---|---|
| HOOIrank=1,1,1,12022.09 | 1.187 | |
| DJSSW19rank=8,2,2,1, sketch size=40962022.09 | 1.3 | |
| ALSrank=1,1,1,12022.09 | 1.307 | |
| DJSSW19rank=1,1,1,1, sketch size=40962022.09 | 1.313 | |
| FastKroneckerRegressionrank=1,1,1,1, sketch size=163842022.09 | 1.321 | |
| FastKroneckerRegressionrank=4,2,2,1, sketch size=40962022.09 | 1.326 | |
| FastKroneckerRegressionrank=1,1,1,1, sketch size=10242022.09 | 1.328 | |
| FastKroneckerRegressionrank=1,1,1,1, sketch size=40962022.09 | 1.334 | |
| ALSrank=8,2,2,12022.09 | 1.339 | |
| FastKroneckerRegressionrank=4,2,2,1, sketch size=10242022.09 | 1.345 | |
| DJSSW19rank=1,1,1,1, sketch size=163842022.09 | 1.346 | |
| FastKroneckerRegressionrank=8,2,2,1, sketch size=163842022.09 | 1.347 | |
| FastKroneckerRegressionrank=4,2,2,1, sketch size=163842022.09 | 1.349 | |
| DJSSW19rank=4,2,2,1, sketch size=40962022.09 | 1.35 | |
| ALSrank=4,2,2,12022.09 | 1.368 | |
| DJSSW19rank=8,2,2,1, sketch size=10242022.09 | 1.368 | |
| DJSSW19rank=4,2,2,1, sketch size=163842022.09 | 1.383 | |
| DJSSW19rank=4,2,2,1, sketch size=10242022.09 | 1.395 | |
| DJSSW19rank=1,1,1,1, sketch size=10242022.09 | 1.397 | |
| DJSSW19rank=4,4,2,2, sketch size=10242022.09 | 1.413 | |
| FastKroneckerRegressionrank=8,2,2,1, sketch size=40962022.09 | 1.415 | |
| FastKroneckerRegressionrank=8,2,2,1, sketch size=10242022.09 | 1.421 | |
| DJSSW19rank=8,2,2,1, sketch size=163842022.09 | 1.425 | |
| HOOIrank=4,2,2,12022.09 | 1.429 | |
| ALSrank=8,4,4,12022.09 | 1.435 | |
| HOOIrank=4,4,2,22022.09 | 1.458 | |
| ALSrank=4,4,2,22022.09 | 1.463 | |
| ALSrank=8,8,2,22022.09 | 1.466 | |
| DJSSW19rank=4,4,2,2, sketch size=40962022.09 | 1.497 | |
| FastKroneckerRegressionrank=4,4,2,2, sketch size=40962022.09 | 1.511 | |
| FastKroneckerRegressionrank=4,4,2,2, sketch size=163842022.09 | 1.536 | |
| FastKroneckerRegressionrank=4,4,2,2, sketch size=10242022.09 | 1.539 | |
| FastKroneckerRegressionrank=8,4,4,1, sketch size=40962022.09 | 1.562 | |
| DJSSW19rank=8,4,4,1, sketch size=10242022.09 | 1.573 | |
| FastKroneckerRegressionrank=8,4,4,1, sketch size=10242022.09 | 1.575 | |
| ALSrank=8,4,4,22022.09 | 1.614 | |
| FastKroneckerRegressionrank=8,8,2,2, sketch size=10242022.09 | 1.621 | |
| HOOIrank=8,4,4,12022.09 | 1.664 | |
| FastKroneckerRegressionrank=8,4,4,1, sketch size=163842022.09 | 1.676 | |
| DJSSW19rank=8,4,4,1, sketch size=40962022.09 | 1.693 | |
| DJSSW19rank=4,4,2,2, sketch size=163842022.09 | 1.719 | |
| HOOIrank=8,8,2,22022.09 | 1.741 | |
| HOOIrank=8,4,4,22022.09 | 1.745 | |
| DJSSW19rank=8,8,2,2, sketch size=10242022.09 | 1.751 | |
| FastKroneckerRegressionrank=8,4,4,2, sketch size=40962022.09 | 1.754 | |
| FastKroneckerRegressionrank=8,4,4,2, sketch size=10242022.09 | 1.782 | |
| HOOIrank=8,8,4,42022.09 | 1.784 | |
| FastKroneckerRegressionrank=8,8,2,2, sketch size=40962022.09 | 1.81 | |
| DJSSW19rank=8,4,4,2, sketch size=10242022.09 | 1.82 | |
| ALSrank=8,8,4,42022.09 | 1.835 | |
| FastKroneckerRegressionrank=8,8,2,2, sketch size=163842022.09 | 2.079 | |
| FastKroneckerRegressionrank=8,8,4,4, sketch size=10242022.09 | 2.131 | |
| FastKroneckerRegressionrank=8,4,4,2, sketch size=163842022.09 | 2.137 | |
| HOOIrank=8,2,2,12022.09 | 2.401 | |
| DJSSW19rank=8,8,2,2, sketch size=40962022.09 | 2.525 | |
| DJSSW19rank=8,4,4,2, sketch size=40962022.09 | 2.667 | |
| DJSSW19rank=8,4,4,1, sketch size=163842022.09 | 2.737 | |
| FastKroneckerRegressionrank=8,8,4,4, sketch size=40962022.09 | 2.745 | |
| FastKroneckerRegressionrank=8,8,4,4, sketch size=163842022.09 | 5.21 | |
| DJSSW19rank=8,8,2,2, sketch size=163842022.09 | 6.133 | |
| DJSSW19rank=8,4,4,2, sketch size=163842022.09 | 6.496 | |
| DJSSW19rank=8,8,4,4, sketch size=10242022.09 | 9.199 | |
| DJSSW19rank=8,8,4,4, sketch size=40962022.09 | 35.977 | |
| DJSSW19rank=8,8,4,4, sketch size=163842022.09 | 128.538 |