cardiovascular_lipid · nmr_metabolomics
Valid comparisons for this clinically grounded task are grouped by fixed information set.
Per-track results
tg_nmr/533195c6ef2a
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | CGM Iglu | TabFM | 0.1879 | 1400 |
| 2 | CGM Iglu | TabPFN 3.5 | 0.1823 | 1400 |
| 3 | CGM Iglu | TabICL | 0.1796 | 1400 |
| 4 | CGM Iglu | TabDPT | 0.1766 | 1400 |
| 5 | CGM Iglu | RealMLP | 0.1754 | 1400 |
| 6 | CGM Iglu | TabPFN v2 | 0.1715 | 1400 |
| 7 | CGM Iglu | TabSwift | 0.1633 | 1400 |
| 8 | CGM Iglu | Gradient-boosted trees | 0.1564 | 1400 |
| 9 | CGM Iglu | Ridge | 0.1505 | 1400 |
tg_nmr/b197ca70942c
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabFM | 0.2382 | 1006 |
| 2 | HPP Curated Panel | TabPFN 3.5 | 0.2377 | 1006 |
| 3 | HPP Curated Panel | TabPFN v2 | 0.2367 | 1006 |
| 4 | HPP Curated Panel | TabICL | 0.2365 | 1006 |
| 5 | HPP Curated Panel | RealMLP | 0.2347 | 1006 |
| 6 | HPP Curated Panel | TabDPT | 0.2346 | 1006 |
| 7 | HPP Curated Panel | TabSwift | 0.2296 | 1006 |
| 8 | HPP Curated Panel | Gradient-boosted trees | 0.2154 | 1006 |
| 9 | HPP Curated Panel | Ridge | 0.2123 | 1006 |