Multiphase PXRD decomposition on Simulated PXRD mixtures K=3
0.9101Pearson Correlation CoefficientXDecomposer
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| XDecomposerMethod Type=Proposed2026.05 | 0.9101 | 0.0389 | 3.7836 | 81.13 | 86.81 | |
| TransformerMethod Type=Sequence2026.05 | 0.8608 | 0.0414 | 4.4464 | 64.6 | 78.62 | |
| PatchTSTMethod Type=Sequence2026.05 | 0.801 | 0.0429 | 4.4322 | 60.21 | 73.94 | |
| iTransformerMethod Type=Sequence2026.05 | 0.7949 | 0.0444 | 4.9595 | 58.19 | 72.45 | |
| XQueryerMethod Type=Domain2026.05 | 0.5943 | 0.0501 | 8.6083 | — | — | |
| XRD_Proportion_InferenceMethod Type=Domain2026.05 | 0.5274 | 0.0773 | 12.2785 | 13.95 | 23.35 | |
| XRDAutoAnalyzerMethod Type=Domain2026.05 | 0.0043 | 0.09 | 26.6406 | 0.52 | 0.81 |