Tensor Decomposition on Hyperspectral image tensor
1.873Avg Iteration Time (s)HOOI
Evaluation Results
| Method | Links | |
|---|---|---|
| HOOIrank=1,1,12022.09 | 1.873 | |
| HOOIrank=2,2,22022.09 | 2.019 | |
| DJSSW19rank=1,1,1, sketch size=163842022.09 | 2.203 | |
| FastKroneckerRegressionrank=1,1,1, sketch size=10242022.09 | 2.222 | |
| DJSSW19rank=1,1,1, sketch size=10242022.09 | 2.224 | |
| FastKroneckerRegressionrank=1,1,1, sketch size=40962022.09 | 2.241 | |
| DJSSW19rank=1,1,1, sketch size=40962022.09 | 2.241 | |
| HOOIrank=4,4,42022.09 | 2.255 | |
| FastKroneckerRegressionrank=1,1,1, sketch size=163842022.09 | 2.312 | |
| ALSrank=1,1,12022.09 | 2.377 | |
| FastKroneckerRegressionrank=2,2,2, sketch size=40962022.09 | 2.413 | |
| FastKroneckerRegressionrank=2,2,2, sketch size=10242022.09 | 2.449 | |
| DJSSW19rank=2,2,2, sketch size=10242022.09 | 2.45 | |
| DJSSW19rank=2,2,2, sketch size=163842022.09 | 2.452 | |
| DJSSW19rank=2,2,2, sketch size=40962022.09 | 2.47 | |
| FastKroneckerRegressionrank=2,2,2, sketch size=163842022.09 | 2.476 | |
| ALSrank=2,2,22022.09 | 2.491 | |
| DJSSW19rank=4,4,4, sketch size=10242022.09 | 2.747 | |
| FastKroneckerRegressionrank=4,4,4, sketch size=10242022.09 | 2.798 | |
| FastKroneckerRegressionrank=4,4,4, sketch size=40962022.09 | 2.838 | |
| HOOIrank=8,8,42022.09 | 2.845 | |
| HOOIrank=8,8,82022.09 | 2.888 | |
| DJSSW19rank=4,4,4, sketch size=40962022.09 | 2.902 | |
| FastKroneckerRegressionrank=4,4,4, sketch size=163842022.09 | 2.922 | |
| ALSrank=4,4,42022.09 | 2.965 | |
| DJSSW19rank=4,4,4, sketch size=163842022.09 | 3.022 | |
| FastKroneckerRegressionrank=8,8,4, sketch size=10242022.09 | 3.15 | |
| ALSrank=8,8,42022.09 | 3.282 | |
| FastKroneckerRegressionrank=8,8,4, sketch size=40962022.09 | 3.305 | |
| DJSSW19rank=8,8,4, sketch size=10242022.09 | 3.324 | |
| FastKroneckerRegressionrank=8,8,4, sketch size=163842022.09 | 3.481 | |
| FastKroneckerRegressionrank=8,8,8, sketch size=10242022.09 | 3.7 | |
| ALSrank=16,16,42022.09 | 3.88 | |
| FastKroneckerRegressionrank=16,16,4, sketch size=10242022.09 | 3.969 | |
| HOOIrank=16,16,42022.09 | 3.997 | |
| ALSrank=8,8,82022.09 | 4.043 | |
| FastKroneckerRegressionrank=8,8,8, sketch size=40962022.09 | 4.168 | |
| DJSSW19rank=8,8,4, sketch size=40962022.09 | 4.24 | |
| FastKroneckerRegressionrank=16,16,4, sketch size=40962022.09 | 4.802 | |
| DJSSW19rank=8,8,8, sketch size=10242022.09 | 5.559 | |
| FastKroneckerRegressionrank=8,8,8, sketch size=163842022.09 | 5.682 | |
| FastKroneckerRegressionrank=16,16,4, sketch size=163842022.09 | 7.781 | |
| DJSSW19rank=8,8,4, sketch size=163842022.09 | 7.783 | |
| DJSSW19rank=16,16,4, sketch size=10242022.09 | 11.104 | |
| DJSSW19rank=8,8,8, sketch size=40962022.09 | 11.774 | |
| DJSSW19rank=8,8,8, sketch size=163842022.09 | 34.878 | |
| DJSSW19rank=16,16,4, sketch size=40962022.09 | 38.066 | |
| DJSSW19rank=16,16,4, sketch size=163842022.09 | 129.878 |