tsh/19422bad042c
anthropometrics, cgm
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | Participant Embedding | Ridge | -0.001295 | 711 |
endocrine · blood_test
Thyroid-stimulating hormone (TSH)
Valid comparisons for this clinically grounded task are grouped by fixed information set.
Per-track results
Benchmark Tracks
tsh/2e1a748ac93e
anthropometrics, ecg_signal
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | Participant Embedding | Ridge | -0.002566 | 464 |
tsh/3cf129aa9d9b
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 | 0.01073 | 644 |
| 2 | HPP Curated Panel | TabDPT | 0.01065 | 644 |
| 3 | HPP Curated Panel | TabFM | 0.009135 | 644 |
| 4 | HPP Curated Panel | Gradient-boosted trees | 0.007155 | 644 |
| 5 | HPP Curated Panel | TabPFN v2 | 0.004241 | 644 |
| 6 | HPP Curated Panel | Ridge | 0.00356 | 644 |
| 7 | HPP Curated Panel | RealMLP | 0.002302 | 644 |
| 8 | HPP Curated Panel | TabSwift | -0.003704 | 644 |
| 9 | HPP Curated Panel | TabICL | -0.01286 | 644 |
tsh/65f12f455a33
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 | 0.002268 | 360 |
tsh/98573ae344e8
anthropometrics, dxa
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabICL | 0.005046 | 456 |
| 2 | HPP Curated Panel | TabDPT | 0.002137 | 456 |
| 3 | HPP Curated Panel | TabFM | 0.0002148 | 456 |
| 4 | HPP Curated Panel | Ridge | -0.0004139 | 456 |
| 5 | HPP Curated Panel | RealMLP | -0.006625 | 456 |
| 6 | HPP Curated Panel | Gradient-boosted trees | -0.01063 | 456 |
| 7 | HPP Curated Panel | TabPFN 3.5 | -0.0113 | 456 |
| 8 | HPP Curated Panel | TabPFN v2 | -0.01485 | 456 |
| 9 | HPP Curated Panel | TabSwift | -0.01656 | 456 |