Hyperspectral Tensor Reconstruction on Hyperspectral radiance image tensor (full)
0.133Relative Reconstruction ErrorHOOI
Evaluation Results
| Method | Links | |
|---|---|---|
| HOOIrank=16,16,42022.09 | 0.133 | |
| ALSrank=16,16,42022.09 | 0.134 | |
| FastKroneckerRegressionrank=16,16,4, sketching dimension=163842022.09 | 0.139 | |
| DJSSW19rank=16,16,4, sketching dimension=163842022.09 | 0.139 | |
| FastKroneckerRegressionrank=16,16,4, sketching dimension=40962022.09 | 0.155 | |
| DJSSW19rank=16,16,4, sketching dimension=40962022.09 | 0.156 | |
| HOOIrank=8,8,42022.09 | 0.169 | |
| HOOIrank=8,8,82022.09 | 0.169 | |
| ALSrank=8,8,82022.09 | 0.169 | |
| ALSrank=8,8,42022.09 | 0.17 | |
| FastKroneckerRegressionrank=8,8,4, sketching dimension=163842022.09 | 0.171 | |
| DJSSW19rank=8,8,4, sketching dimension=163842022.09 | 0.171 | |
| FastKroneckerRegressionrank=8,8,8, sketching dimension=163842022.09 | 0.171 | |
| DJSSW19rank=8,8,8, sketching dimension=163842022.09 | 0.171 | |
| DJSSW19rank=8,8,4, sketching dimension=40962022.09 | 0.175 | |
| FastKroneckerRegressionrank=8,8,4, sketching dimension=40962022.09 | 0.176 | |
| FastKroneckerRegressionrank=8,8,8, sketching dimension=40962022.09 | 0.177 | |
| DJSSW19rank=8,8,8, sketching dimension=40962022.09 | 0.18 | |
| FastKroneckerRegressionrank=8,8,4, sketching dimension=10242022.09 | 0.189 | |
| DJSSW19rank=8,8,4, sketching dimension=10242022.09 | 0.201 | |
| HOOIrank=4,4,42022.09 | 0.203 | |
| ALSrank=4,4,42022.09 | 0.208 | |
| DJSSW19rank=4,4,4, sketching dimension=40962022.09 | 0.208 | |
| DJSSW19rank=4,4,4, sketching dimension=163842022.09 | 0.208 | |
| FastKroneckerRegressionrank=4,4,4, sketching dimension=40962022.09 | 0.211 | |
| FastKroneckerRegressionrank=4,4,4, sketching dimension=163842022.09 | 0.211 | |
| FastKroneckerRegressionrank=4,4,4, sketching dimension=10242022.09 | 0.213 | |
| DJSSW19rank=4,4,4, sketching dimension=10242022.09 | 0.213 | |
| FastKroneckerRegressionrank=8,8,8, sketching dimension=10242022.09 | 0.213 | |
| HOOIrank=2,2,22022.09 | 0.235 | |
| ALSrank=2,2,22022.09 | 0.235 | |
| FastKroneckerRegressionrank=2,2,2, sketching dimension=163842022.09 | 0.235 | |
| DJSSW19rank=2,2,2, sketching dimension=163842022.09 | 0.235 | |
| FastKroneckerRegressionrank=2,2,2, sketching dimension=10242022.09 | 0.236 | |
| FastKroneckerRegressionrank=2,2,2, sketching dimension=40962022.09 | 0.236 | |
| DJSSW19rank=2,2,2, sketching dimension=10242022.09 | 0.236 | |
| DJSSW19rank=2,2,2, sketching dimension=40962022.09 | 0.236 | |
| DJSSW19rank=8,8,8, sketching dimension=10242022.09 | 0.261 | |
| HOOIrank=1,1,12022.09 | 0.271 | |
| ALSrank=1,1,12022.09 | 0.271 | |
| FastKroneckerRegressionrank=1,1,1, sketching dimension=10242022.09 | 0.271 | |
| FastKroneckerRegressionrank=1,1,1, sketching dimension=40962022.09 | 0.271 | |
| FastKroneckerRegressionrank=1,1,1, sketching dimension=163842022.09 | 0.271 | |
| DJSSW19rank=1,1,1, sketching dimension=10242022.09 | 0.271 | |
| DJSSW19rank=1,1,1, sketching dimension=40962022.09 | 0.271 | |
| DJSSW19rank=1,1,1, sketching dimension=163842022.09 | 0.271 | |
| DJSSW19rank=16,16,4, sketching dimension=10242022.09 | 0.465 |