albumin/00ba795bd86d
anthropometrics, cgm
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | Participant Embedding | Ridge | 0.1054 | 672 |
hepatobiliary · blood_test
Albumin
Valid comparisons for this clinically grounded task are grouped by fixed information set.
Per-track results
Benchmark Tracks
albumin/6745714afd79
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 | 0.03966 | 305 |
albumin/986512b82ae0
anthropometrics, ecg_signal
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | Participant Embedding | Ridge | 0.06619 | 435 |
albumin/a9a90f38512b
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 | 0.1717 | 614 |
| 2 | HPP Curated Panel | TabICL | 0.1637 | 614 |
| 3 | HPP Curated Panel | TabDPT | 0.163 | 614 |
| 4 | HPP Curated Panel | TabFM | 0.158 | 614 |
| 5 | HPP Curated Panel | RealMLP | 0.146 | 614 |
| 6 | HPP Curated Panel | TabSwift | 0.1435 | 614 |
| 7 | HPP Curated Panel | TabPFN v2 | 0.1409 | 614 |
| 8 | HPP Curated Panel | Ridge | 0.1401 | 614 |
| 9 | HPP Curated Panel | Gradient-boosted trees | 0.127 | 614 |
albumin/d5abaea17890
anthropometrics, dxa
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabICL | 0.129 | 402 |
| 2 | HPP Curated Panel | TabFM | 0.1278 | 402 |
| 3 | HPP Curated Panel | TabPFN v2 | 0.1273 | 402 |
| 4 | HPP Curated Panel | TabSwift | 0.1272 | 402 |
| 5 | HPP Curated Panel | TabPFN 3.5 | 0.1267 | 402 |
| 6 | HPP Curated Panel | TabDPT | 0.1261 | 402 |
| 7 | HPP Curated Panel | RealMLP | 0.1249 | 402 |
| 8 | HPP Curated Panel | Ridge | 0.1159 | 402 |
| 9 | HPP Curated Panel | Gradient-boosted trees | 0.1148 | 402 |