Per-track results
Benchmark Tracks
absolute_neutrophil_count/29795f3231d2
anthropometrics, nightingale
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|
| 1 | HPP Curated Panel | TabFM | 0.07749 | 696 |
| 2 | HPP Curated Panel | TabPFN 3.5 | 0.0724 | 696 |
| 3 | HPP Curated Panel | TabICL | 0.06784 | 696 |
| 4 | HPP Curated Panel | TabDPT | 0.06464 | 696 |
| 5 | HPP Curated Panel | TabPFN v2 | 0.06355 | 696 |
| 6 | HPP Curated Panel | TabSwift | 0.0614 | 696 |
| 7 | HPP Curated Panel | Ridge | 0.05447 | 696 |
| 8 | HPP Curated Panel | RealMLP | 0.05183 | 696 |
| 9 | HPP Curated Panel | Gradient-boosted trees | 0.03902 | 696 |
absolute_neutrophil_count/461efd12a55a
anthropometrics, watchpat_actigraphy, watchpat_hr, watchpat_pat, watchpat_spo2
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|
| 1 | Participant Embedding | Ridge | 0.01432 | 228 |
absolute_neutrophil_count/484816e0504c
anthropometrics, dxa
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|
| 1 | HPP Curated Panel | TabICL | 0.06849 | 687 |
| 2 | HPP Curated Panel | TabDPT | 0.06731 | 687 |
| 3 | HPP Curated Panel | TabPFN 3.5 | 0.06488 | 687 |
| 4 | HPP Curated Panel | TabSwift | 0.06461 | 687 |
| 5 | HPP Curated Panel | TabFM | 0.06307 | 687 |
| 6 | HPP Curated Panel | TabPFN v2 | 0.06284 | 687 |
| 7 | HPP Curated Panel | Ridge | 0.05702 | 687 |
| 8 | HPP Curated Panel | RealMLP | 0.05428 | 687 |
| 9 | HPP Curated Panel | Gradient-boosted trees | 0.04875 | 687 |
absolute_neutrophil_count/4cbd8f1f3ed9
anthropometrics, nightingale
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|
| 1 | HPP Curated Panel | TabPFN 3.5 | 0.1828 | 438 |
| 2 | HPP Curated Panel | TabFM | 0.1788 | 438 |
| 3 | HPP Curated Panel | TabICL | 0.1764 | 438 |
| 4 | HPP Curated Panel | Ridge | 0.1682 | 438 |
| 5 | HPP Curated Panel | TabDPT | 0.168 | 438 |
| 6 | HPP Curated Panel | TabPFN v2 | 0.1518 | 438 |
| 7 | HPP Curated Panel | TabSwift | 0.1513 | 438 |
| 8 | HPP Curated Panel | RealMLP | 0.1389 | 438 |
| 9 | HPP Curated Panel | Gradient-boosted trees | 0.09992 | 438 |
absolute_neutrophil_count/58e4f79460b7
anthropometrics, ecg_signal
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|
| 1 | Participant Embedding | Ridge | 0.0382 | 271 |
absolute_neutrophil_count/ab0556761ed7
anthropometrics, dxa
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|
| 1 | HPP Curated Panel | TabPFN 3.5 | 0.03797 | 749 |
| 2 | HPP Curated Panel | TabDPT | 0.03691 | 749 |
| 3 | HPP Curated Panel | TabPFN v2 | 0.03608 | 749 |
| 4 | HPP Curated Panel | TabSwift | 0.03596 | 749 |
| 5 | HPP Curated Panel | Ridge | 0.03206 | 749 |
| 6 | HPP Curated Panel | TabFM | 0.03177 | 749 |
| 7 | HPP Curated Panel | TabICL | 0.03168 | 749 |
| 8 | HPP Curated Panel | Gradient-boosted trees | 0.02842 | 749 |
| 9 | HPP Curated Panel | RealMLP | 0.02708 | 749 |
absolute_neutrophil_count/d022e1377533
anthropometrics, cgm
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|
| 1 | Participant Embedding | Ridge | 0.006352 | 593 |