hematologic · blood_test

Ferritin

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

Per-track results

Benchmark Tracks

ferritin/1955e173ac94

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabICL	0.1658	334
2	HPP Curated Panel	TabDPT	0.1604	334
3	HPP Curated Panel	TabPFN v2	0.1603	334
4	HPP Curated Panel	TabPFN 3.5	0.1591	334
5	HPP Curated Panel	TabSwift	0.155	334
6	HPP Curated Panel	TabFM	0.1519	334
7	HPP Curated Panel	Ridge	0.1453	334
8	HPP Curated Panel	RealMLP	0.1416	334
9	HPP Curated Panel	Gradient-boosted trees	0.1366	334

ferritin/b9364bf97a16

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

#	Predictor	Method	Absolute test R²	Test n
1	Participant Embedding	Ridge	0.1181	257

ferritin/c7235417b647

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabFM	0.2065	512
2	HPP Curated Panel	Gradient-boosted trees	0.2063	512
3	HPP Curated Panel	TabPFN 3.5	0.2052	512
4	HPP Curated Panel	TabDPT	0.2039	512
5	HPP Curated Panel	TabSwift	0.199	512
6	HPP Curated Panel	TabPFN v2	0.1958	512
7	HPP Curated Panel	TabICL	0.1951	512
8	HPP Curated Panel	RealMLP	0.1936	512
9	HPP Curated Panel	Ridge	0.1701	512

ferritin/d30ccb8454b9

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

#	Predictor	Method	Absolute test R²	Test n
1	Participant Embedding	Ridge	0.1534	559

ferritin/db00a5c01b8e

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

#	Predictor	Method	Absolute test R²	Test n
1	Participant Embedding	Ridge	0.1453	364