cardiovascular_lipid · blood_test
Valid comparisons for this clinically grounded task are grouped by fixed information set.
Per-track results
ldl/44d8c94321b3
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | CGM Iglu | TabPFN 3.5 | 0.06063 | 483 |
| 2 | CGM Iglu | TabFM | 0.05902 | 483 |
| 3 | CGM Iglu | RealMLP | 0.03937 | 483 |
| 4 | CGM Iglu | TabDPT | 0.03482 | 483 |
| 5 | CGM Iglu | TabICL | 0.02861 | 483 |
| 6 | CGM Iglu | TabSwift | 0.02804 | 483 |
| 7 | CGM Iglu | TabPFN v2 | 0.02038 | 483 |
| 8 | CGM Iglu | Ridge | 0.009785 | 483 |
| 9 | CGM Iglu | Gradient-boosted trees | 0.005448 | 483 |
ldl/8ab37d0cee78
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabPFN 3.5 | 0.04208 | 288 |
| 2 | HPP Curated Panel | TabPFN v2 | 0.03861 | 288 |
| 3 | HPP Curated Panel | TabDPT | 0.03773 | 288 |
| 4 | HPP Curated Panel | RealMLP | 0.0349 | 288 |
| 5 | HPP Curated Panel | TabSwift | 0.03078 | 288 |
| 6 | HPP Curated Panel | TabFM | 0.03019 | 288 |
| 7 | HPP Curated Panel | TabICL | 0.02453 | 288 |
| 8 | HPP Curated Panel | Ridge | 0.0158 | 288 |
| 9 | HPP Curated Panel | Gradient-boosted trees | 0.009827 | 288 |