| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ADNI ICA variants average | UG-GEPSVM | Average AUC88.48 | 7 | 1mo ago | |
| ADNI 20%-ICA | UG-GEPSVM | AUC88 | 7 | 1mo ago | |
| ADNI 15%-ICA | UG-GEPSVM | AUC88 | 7 | 1mo ago | |
| ADNI 10%-ICA | UG-GEPSVM | AUC89.7 | 7 | 1mo ago | |
| ADNI 5%-ICA | UG-GEPSVM | AUC88.3 | 7 | 1mo ago | |
| ADNI 0%-ICA | UG-GEPSVM | AUC88.4 | 7 | 1mo ago | |
| ADNI 20%-PCA based variant (train test) | UG-GEPSVM | AUC88.3 | 7 | 1mo ago | |
| ADNI 15%-PCA-based variant (train test) | UG-GEPSVM | AUC87.5 | 7 | 1mo ago | |
| ADNI 10% PCA-based variant (train test) | UG-GEPSVM | AUC88.1 | 7 | 1mo ago | |
| ADNI 5%-PCA variant (train test) | UG-GEPSVM | AUC87.4 | 7 | 1mo ago | |
| ADNI 0%-PCA-based variant (train test) | UG-GEPSVM | AUC87 | 7 | 1mo ago |
