glyca/153646ddcc25
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 | 0.1478 | 697 |
metabolic_metabolomics · nmr_metabolomics
GlycA
Valid comparisons for this clinically grounded task are grouped by fixed information set.
Per-track results
Benchmark Tracks
glyca/3c61da3f2247
anthropometrics, cgm
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | Participant Embedding | Ridge | 0.1698 | 1403 |
glyca/531bda5385e4
anthropometrics, ecg_signal
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | Participant Embedding | Ridge | 0.2229 | 884 |
glyca/6058b43bc8dd
anthropometrics, cbc
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabDPT | 0.168 | 439 |
| 2 | HPP Curated Panel | RealMLP | 0.166 | 439 |
| 3 | HPP Curated Panel | TabPFN 3.5 | 0.1655 | 439 |
| 4 | HPP Curated Panel | TabFM | 0.1611 | 439 |
| 5 | HPP Curated Panel | TabPFN v2 | 0.16 | 439 |
| 6 | HPP Curated Panel | TabICL | 0.1594 | 439 |
| 7 | HPP Curated Panel | TabSwift | 0.1496 | 439 |
| 8 | HPP Curated Panel | Gradient-boosted trees | 0.142 | 439 |
| 9 | HPP Curated Panel | Ridge | 0.1402 | 439 |
glyca/7eb4d692ca70
anthropometrics, dxa
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabFM | 0.1308 | 1006 |
| 2 | HPP Curated Panel | TabICL | 0.1296 | 1006 |
| 3 | HPP Curated Panel | TabPFN 3.5 | 0.1275 | 1006 |
| 4 | HPP Curated Panel | TabPFN v2 | 0.1218 | 1006 |
| 5 | HPP Curated Panel | TabDPT | 0.1215 | 1006 |
| 6 | HPP Curated Panel | TabSwift | 0.1196 | 1006 |
| 7 | HPP Curated Panel | Gradient-boosted trees | 0.1164 | 1006 |
| 8 | HPP Curated Panel | RealMLP | 0.1148 | 1006 |
| 9 | HPP Curated Panel | Ridge | 0.1079 | 1006 |