fib3/2e7504301d14
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 | 0.05548 | 338 |
hepatobiliary · derived_clinical_score
Fibrosis-3 index (FIB-3)
Valid comparisons for this clinically grounded task are grouped by fixed information set.
Per-track results
Benchmark Tracks
fib3/3bce94149dfd
anthropometrics, ecg_signal
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | Participant Embedding | Ridge | 0.08483 | 465 |
fib3/6eca1d044b8f
anthropometrics, dxa
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabSwift | 0.1049 | 443 |
| 2 | HPP Curated Panel | TabPFN 3.5 | 0.1038 | 443 |
| 3 | HPP Curated Panel | Ridge | 0.1036 | 443 |
| 4 | HPP Curated Panel | TabPFN v2 | 0.1006 | 443 |
| 5 | HPP Curated Panel | TabDPT | 0.098 | 443 |
| 6 | HPP Curated Panel | TabICL | 0.09403 | 443 |
| 7 | HPP Curated Panel | RealMLP | 0.09331 | 443 |
| 8 | HPP Curated Panel | TabFM | 0.09268 | 443 |
| 9 | HPP Curated Panel | Gradient-boosted trees | 0.07669 | 443 |
fib3/a2a1184fbee8
anthropometrics, cgm
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | Participant Embedding | Ridge | 0.09054 | 730 |
fib3/fd66e902ec17
anthropometrics, nightingale
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabSwift | 0.1234 | 656 |
| 2 | HPP Curated Panel | TabPFN 3.5 | 0.1216 | 656 |
| 3 | HPP Curated Panel | TabICL | 0.119 | 656 |
| 4 | HPP Curated Panel | Ridge | 0.117 | 656 |
| 5 | HPP Curated Panel | TabFM | 0.1169 | 656 |
| 6 | HPP Curated Panel | TabDPT | 0.1153 | 656 |
| 7 | HPP Curated Panel | TabPFN v2 | 0.1106 | 656 |
| 8 | HPP Curated Panel | RealMLP | 0.1011 | 656 |
| 9 | HPP Curated Panel | Gradient-boosted trees | 0.07744 | 656 |