Multiphase PXRD decomposition on Simulated PXRD mixtures K=4
0.8322Pearson Correlation CoefficientXDecomposer
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| XDecomposerMethod Type=Proposed2026.05 | 0.8322 | 0.048 | 5.241 | 69.68 | 76.21 | |
| TransformerMethod Type=Sequence2026.05 | 0.7491 | 0.0499 | 5.7736 | 48.41 | 62.13 | |
| PatchTSTMethod Type=Sequence2026.05 | 0.7146 | 0.0519 | 5.7424 | 42.66 | 55.81 | |
| iTransformerMethod Type=Sequence2026.05 | 0.7084 | 0.0527 | 6.4041 | 40.54 | 53.52 | |
| XQueryerMethod Type=Domain2026.05 | 0.5372 | 0.0612 | 12.9371 | — | — | |
| XRD_Proportion_InferenceMethod Type=Domain2026.05 | 0.4092 | 0.0799 | 13.2168 | 5.68 | 11.25 | |
| XRDAutoAnalyzerMethod Type=Domain2026.05 | 0.0011 | 0.0909 | 25.5976 | 0.14 | 0.27 |