endocrine · blood_test

Vitamin D

Valid comparisons for this clinically grounded task are grouped by fixed information set.

Per-track results

Benchmark Tracks

vitamin_d/4881cd56b806

Scored split: test. Primary metric: r2 (higher is better).

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabFM	0.1442	336
2	HPP Curated Panel	TabICL	0.1336	336
3	HPP Curated Panel	TabDPT	0.1255	336
4	HPP Curated Panel	TabPFN 3.5	0.1228	336
5	HPP Curated Panel	Ridge	0.1213	336
6	HPP Curated Panel	TabPFN v2	0.1093	336
7	HPP Curated Panel	RealMLP	0.1092	336
8	HPP Curated Panel	TabSwift	0.1043	336
9	HPP Curated Panel	Gradient-boosted trees	0.09884	336

vitamin_d/58b392d9c93e

Scored split: test. Primary metric: r2 (higher is better).

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	Gradient-boosted trees	0.09767	246
2	HPP Curated Panel	TabDPT	0.09609	246
3	HPP Curated Panel	Ridge	0.0889	246
4	HPP Curated Panel	TabFM	0.08774	246
5	HPP Curated Panel	TabICL	0.08696	246
6	HPP Curated Panel	TabPFN 3.5	0.08544	246
7	HPP Curated Panel	TabPFN v2	0.08499	246
8	HPP Curated Panel	TabSwift	0.07948	246
9	HPP Curated Panel	RealMLP	0.07556	246

vitamin_d/b3c34f09f944

Scored split: test. Primary metric: r2 (higher is better).

#	Predictor	Method	Absolute test R²	Test n
1	Participant Embedding	Ridge	0.07491	374

vitamin_d/f429a620cdee

Scored split: test. Primary metric: r2 (higher is better).

#	Predictor	Method	Absolute test R²	Test n
1	Participant Embedding	Ridge	0.0005005	254

vitamin_d/fc63dd4af917

Scored split: test. Primary metric: r2 (higher is better).

#	Predictor	Method	Absolute test R²	Test n
1	Participant Embedding	Ridge	0.01654	189