Multiphase PXRD decomposition on Simulated PXRD mixtures K=2
0.9691Pearson CorrelationXDecomposer
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| XDecomposerMethod Type=Proposed2026.05 | 0.9691 | 0.0272 | 2.433 | 87.92 | 92.5 | |
| TransformerMethod Type=Sequence2026.05 | 0.9486 | 0.0322 | 3.1322 | 76.43 | 88.17 | |
| iTransformerMethod Type=Sequence2026.05 | 0.9291 | 0.0347 | 3.6935 | 74.25 | 86.42 | |
| PatchTSTMethod Type=Sequence2026.05 | 0.9278 | 0.0336 | 3.3702 | 75.29 | 86.74 | |
| XQueryerMethod Type=Domain2026.05 | 0.6873 | 0.0363 | 5.0005 | — | — | |
| XRD_Proportion_InferenceMethod Type=Domain2026.05 | 0.633 | 0.0742 | 10.7957 | 30.44 | 43.9 | |
| XRDAutoAnalyzerMethod Type=Domain2026.05 | 0.0135 | 0.0897 | 27.5939 | 1.62 | 2.43 |