Multiphase XRD pattern decomposition on RRUFF real data K=2
0.6956Pearson CorrelationXDecomposer
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| XDecomposerMethod Type=Proposed, five-fold cross-validation=true2026.05 | 0.6956 | 0.0197 | 1.4538 | 65.31 | 97.51 | |
| XQueryerMethod Type=Domain, five-fold cross-validation=true2026.05 | 0.6519 | 0.0164 | 1.0097 | — | — | |
| iTransformerMethod Type=Sequence, five-fold cross-validation=true2026.05 | 0.5984 | 0.0221 | 3.3806 | 49.34 | 89.3 | |
| PatchTSTMethod Type=Sequence, five-fold cross-validation=true2026.05 | 0.5544 | 0.0183 | 2.7112 | 49.08 | 76.75 | |
| TransformerMethod Type=Sequence, five-fold cross-validation=true2026.05 | 0.5117 | 0.0245 | 2.7504 | 40.68 | 66.8 | |
| XRD_Proportion_InferenceMethod Type=Domain, five-fold cross-validation=true2026.05 | 0.4808 | 0.0652 | 17.2678 | 44.6 | 75.29 |