absolute_eosinophil_count/740e092d53bd
anthropometrics, cgm
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | Participant Embedding | Ridge | 0.0001461 | 593 |
immune · blood_test
Absolute Eosinophil Count
Valid comparisons for this clinically grounded task are grouped by fixed information set.
Per-track results
Benchmark Tracks
absolute_eosinophil_count/97a24696d8dc
anthropometrics, dxa
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabDPT | 0.01044 | 749 |
| 2 | HPP Curated Panel | TabPFN v2 | 0.01017 | 749 |
| 3 | HPP Curated Panel | TabPFN 3.5 | 0.01001 | 749 |
| 4 | HPP Curated Panel | TabFM | 0.009263 | 749 |
| 5 | HPP Curated Panel | TabSwift | 0.009144 | 749 |
| 6 | HPP Curated Panel | Ridge | 0.007298 | 749 |
| 7 | HPP Curated Panel | RealMLP | 0.006663 | 749 |
| 8 | HPP Curated Panel | TabICL | 0.002503 | 749 |
| 9 | HPP Curated Panel | Gradient-boosted trees | 0.001494 | 749 |
absolute_eosinophil_count/9a42b2c21d71
anthropometrics, ecg_signal
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | Participant Embedding | Ridge | -0.007382 | 271 |
absolute_eosinophil_count/a653000b22e2
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 | -0.01786 | 228 |
absolute_eosinophil_count/b191d1c03c31
anthropometrics, dxa
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | RealMLP | 0.01226 | 687 |
| 2 | HPP Curated Panel | Ridge | 0.01027 | 687 |
| 3 | HPP Curated Panel | TabDPT | 0.01005 | 687 |
| 4 | HPP Curated Panel | TabICL | 0.009657 | 687 |
| 5 | HPP Curated Panel | Gradient-boosted trees | 0.009347 | 687 |
| 6 | HPP Curated Panel | TabFM | 0.006784 | 687 |
| 7 | HPP Curated Panel | TabPFN v2 | 0.002462 | 687 |
| 8 | HPP Curated Panel | TabSwift | -0.0008245 | 687 |
| 9 | HPP Curated Panel | TabPFN 3.5 | -0.005242 | 687 |
absolute_eosinophil_count/dae892b73023
anthropometrics, nightingale
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabPFN v2 | 0.007164 | 696 |
| 2 | HPP Curated Panel | TabPFN 3.5 | 0.003443 | 696 |
| 3 | HPP Curated Panel | TabDPT | 0.001682 | 696 |
| 4 | HPP Curated Panel | Gradient-boosted trees | 0.00159 | 696 |
| 5 | HPP Curated Panel | TabFM | 0.0002143 | 696 |
| 6 | HPP Curated Panel | RealMLP | 0.0001063 | 696 |
| 7 | HPP Curated Panel | Ridge | -0.0008085 | 696 |
| 8 | HPP Curated Panel | TabSwift | -0.007639 | 696 |
| 9 | HPP Curated Panel | TabICL | -0.02323 | 696 |
absolute_eosinophil_count/e6ac79e666d1
anthropometrics, nightingale
Scored split: test. Primary metric: r2 (higher is better).
| # | Predictor | Method | Absolute test R² | Test n |
|---|---|---|---|---|
| 1 | HPP Curated Panel | TabFM | 0.01325 | 438 |
| 2 | HPP Curated Panel | TabDPT | 0.01278 | 438 |
| 3 | HPP Curated Panel | TabICL | 0.01078 | 438 |
| 4 | HPP Curated Panel | Ridge | 0.004828 | 438 |
| 5 | HPP Curated Panel | RealMLP | 0.0021 | 438 |
| 6 | HPP Curated Panel | TabPFN v2 | -0.001044 | 438 |
| 7 | HPP Curated Panel | TabSwift | -0.001827 | 438 |
| 8 | HPP Curated Panel | TabPFN 3.5 | -0.003975 | 438 |
| 9 | HPP Curated Panel | Gradient-boosted trees | -0.004109 | 438 |