cardiovascular_lipid · blood_test
Valid comparisons for this clinically grounded task are grouped by fixed information set.
Per-track results
apob/d1b4e53b870c
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | CGM Iglu | TabFM | 0.1103 | 1400 |
| 2 | CGM Iglu | TabPFN 3.5 | 0.1076 | 1400 |
| 3 | CGM Iglu | RealMLP | 0.1031 | 1400 |
| 4 | CGM Iglu | TabPFN v2 | 0.102 | 1400 |
| 5 | CGM Iglu | TabDPT | 0.09936 | 1400 |
| 6 | CGM Iglu | TabSwift | 0.08842 | 1400 |
| 7 | CGM Iglu | TabICL | 0.08543 | 1400 |
| 8 | CGM Iglu | Gradient-boosted trees | 0.08294 | 1400 |
| 9 | CGM Iglu | Ridge | 0.05493 | 1400 |
apob/d20634b03d14
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabPFN 3.5 | 0.05952 | 1006 |
| 2 | HPP Curated Panel | TabSwift | 0.05732 | 1006 |
| 3 | HPP Curated Panel | TabICL | 0.05649 | 1006 |
| 4 | HPP Curated Panel | TabFM | 0.05493 | 1006 |
| 5 | HPP Curated Panel | TabDPT | 0.05185 | 1006 |
| 6 | HPP Curated Panel | TabPFN v2 | 0.05139 | 1006 |
| 7 | HPP Curated Panel | RealMLP | 0.04714 | 1006 |
| 8 | HPP Curated Panel | Gradient-boosted trees | 0.0361 | 1006 |
| 9 | HPP Curated Panel | Ridge | 0.01919 | 1006 |