Tensor Reconstruction on COIL-100 1.0 (test)
0.349Relative Reconstruction ErrorHOOI
Evaluation Results
| Method | Links | |
|---|---|---|
| HOOIrank=16,4,4,22022.09 | 0.349 | |
| ALSrank=16,4,4,22022.09 | 0.349 | |
| FastKroneckerRegressionrank=16,4,4,2, sketch size=163842022.09 | 0.355 | |
| DJSSW19rank=16,4,4,2, sketch size=163842022.09 | 0.356 | |
| DJSSW19rank=16,4,4,2, sketch size=40962022.09 | 0.376 | |
| FastKroneckerRegressionrank=16,4,4,2, sketch size=40962022.09 | 0.377 | |
| HOOIrank=8,4,4,22022.09 | 0.379 | |
| ALSrank=8,4,4,22022.09 | 0.386 | |
| FastKroneckerRegressionrank=8,4,4,2, sketch size=163842022.09 | 0.388 | |
| DJSSW19rank=8,4,4,2, sketch size=163842022.09 | 0.388 | |
| DJSSW19rank=8,4,4,2, sketch size=40962022.09 | 0.399 | |
| FastKroneckerRegressionrank=8,4,4,2, sketch size=40962022.09 | 0.4 | |
| HOOIrank=8,4,4,12022.09 | 0.414 | |
| ALSrank=8,4,4,12022.09 | 0.414 | |
| FastKroneckerRegressionrank=8,4,4,1, sketch size=163842022.09 | 0.416 | |
| DJSSW19rank=8,4,4,1, sketch size=163842022.09 | 0.416 | |
| DJSSW19rank=8,4,4,1, sketch size=40962022.09 | 0.42 | |
| FastKroneckerRegressionrank=8,4,4,1, sketch size=40962022.09 | 0.421 | |
| DJSSW19rank=8,4,4,2, sketch size=10242022.09 | 0.438 | |
| DJSSW19rank=8,4,4,1, sketch size=10242022.09 | 0.443 | |
| FastKroneckerRegressionrank=8,4,4,1, sketch size=10242022.09 | 0.447 | |
| FastKroneckerRegressionrank=8,4,4,2, sketch size=10242022.09 | 0.454 | |
| HOOIrank=4,2,2,12022.09 | 0.46 | |
| ALSrank=4,2,2,12022.09 | 0.46 | |
| FastKroneckerRegressionrank=4,2,2,1, sketch size=163842022.09 | 0.46 | |
| HOOIrank=8,2,2,12022.09 | 0.46 | |
| ALSrank=8,2,2,12022.09 | 0.46 | |
| FastKroneckerRegressionrank=4,2,2,1, sketch size=40962022.09 | 0.461 | |
| DJSSW19rank=4,2,2,1, sketch size=40962022.09 | 0.461 | |
| DJSSW19rank=4,2,2,1, sketch size=163842022.09 | 0.461 | |
| FastKroneckerRegressionrank=8,2,2,1, sketch size=163842022.09 | 0.461 | |
| DJSSW19rank=8,2,2,1, sketch size=163842022.09 | 0.461 | |
| FastKroneckerRegressionrank=8,2,2,1, sketch size=40962022.09 | 0.462 | |
| DJSSW19rank=8,2,2,1, sketch size=40962022.09 | 0.462 | |
| FastKroneckerRegressionrank=4,2,2,1, sketch size=10242022.09 | 0.463 | |
| DJSSW19rank=4,2,2,1, sketch size=10242022.09 | 0.464 | |
| DJSSW19rank=8,2,2,1, sketch size=10242022.09 | 0.466 | |
| FastKroneckerRegressionrank=8,2,2,1, sketch size=10242022.09 | 0.472 | |
| FastKroneckerRegressionrank=16,4,4,2, sketch size=10242022.09 | 0.499 | |
| DJSSW19rank=16,4,4,2, sketch size=10242022.09 | 0.517 | |
| HOOIrank=1,1,1,12022.09 | 0.528 | |
| ALSrank=1,1,1,12022.09 | 0.528 | |
| FastKroneckerRegressionrank=1,1,1,1, sketch size=10242022.09 | 0.528 | |
| FastKroneckerRegressionrank=1,1,1,1, sketch size=40962022.09 | 0.528 | |
| FastKroneckerRegressionrank=1,1,1,1, sketch size=163842022.09 | 0.528 | |
| DJSSW19rank=1,1,1,1, sketch size=10242022.09 | 0.528 | |
| DJSSW19rank=1,1,1,1, sketch size=40962022.09 | 0.528 | |
| DJSSW19rank=1,1,1,1, sketch size=163842022.09 | 0.528 |