cardiovascular_lipid · nmr_metabolomics
Valid comparisons for this clinically grounded task are grouped by fixed information set.
Per-track results
ldl_nmr/267dbb5df3ab
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | CGM Iglu | TabPFN 3.5 | 0.1195 | 1400 |
| 2 | CGM Iglu | TabFM | 0.1147 | 1400 |
| 3 | CGM Iglu | TabDPT | 0.1122 | 1400 |
| 4 | CGM Iglu | TabPFN v2 | 0.1074 | 1400 |
| 5 | CGM Iglu | RealMLP | 0.1062 | 1400 |
| 6 | CGM Iglu | TabSwift | 0.09878 | 1400 |
| 7 | CGM Iglu | TabICL | 0.09245 | 1400 |
| 8 | CGM Iglu | Gradient-boosted trees | 0.08481 | 1400 |
| 9 | CGM Iglu | Ridge | 0.06386 | 1400 |
ldl_nmr/9bb6c7ab7afb
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabPFN 3.5 | 0.04349 | 1006 |
| 2 | HPP Curated Panel | TabICL | 0.04183 | 1006 |
| 3 | HPP Curated Panel | TabSwift | 0.04165 | 1006 |
| 4 | HPP Curated Panel | TabDPT | 0.03987 | 1006 |
| 5 | HPP Curated Panel | TabPFN v2 | 0.0363 | 1006 |
| 6 | HPP Curated Panel | RealMLP | 0.03565 | 1006 |
| 7 | HPP Curated Panel | TabFM | 0.0344 | 1006 |
| 8 | HPP Curated Panel | Gradient-boosted trees | 0.02788 | 1006 |
| 9 | HPP Curated Panel | Ridge | 0.00646 | 1006 |