Tensor Completion on Nonnegative tensors size 10^6
0.005NMSEBCG with Weak Oracle
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BCG with Weak OracleSample Percent=10 (n = 100,000)2021.11 | 0.005 | 413.7 | |
| BCG with Weak OracleSample Percent=12021.11 | 0.007 | 60.4 | |
| Alternating Least SquaresSample Percent=10 (n = 100,000)2021.11 | 0.046 | 15.03 | |
| Alternating Least SquaresSample Percent=12021.11 | 0.389 | 1.82 | |
| BCG with Weak OracleSample Percent=0.12021.11 | 0.457 | 62.4 | |
| Trace Norm & ADMM (TNCP)Sample Percent=10 (n = 100,000)2021.11 | 0.8 | 0.264 | |
| Simple Low Rank TC (SiLRTC)Sample Percent=10 (n = 100,000)2021.11 | 0.862 | 4.23 | |
| Trace Norm & ADMM (TNCP)Sample Percent=12021.11 | 0.88 | 0.266 | |
| Trace Norm & ADMM (TNCP)Sample Percent=0.12021.11 | 0.893 | 0.26 | |
| Trace Norm & ADMM (TNCP)Sample Percent=0.012021.11 | 0.907 | 0.261 | |
| BCG with Weak OracleSample Percent=0.012021.11 | 0.989 | 0.348 | |
| Simple Low Rank TC (SiLRTC)Sample Percent=12021.11 | 0.99 | 1.67 | |
| Alternating Least SquaresSample Percent=0.012021.11 | 1 | 0.067 | |
| Alternating Least SquaresSample Percent=0.12021.11 | 1 | 0.105 | |
| Simple Low Rank TC (SiLRTC)Sample Percent=0.012021.11 | 1 | 1.2 | |
| Simple Low Rank TC (SiLRTC)Sample Percent=0.12021.11 | 1 | 1.24 |