hematologic · blood_test

Hemoglobin

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

Per-track results

Benchmark Tracks

hemoglobin/2905309ed913

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	RealMLP	0.4762	687
2	HPP Curated Panel	TabPFN v2	0.4723	687
3	HPP Curated Panel	TabSwift	0.4718	687
4	HPP Curated Panel	TabPFN 3.5	0.4713	687
5	HPP Curated Panel	TabDPT	0.4706	687
6	HPP Curated Panel	TabICL	0.4691	687
7	HPP Curated Panel	TabFM	0.4674	687
8	HPP Curated Panel	Ridge	0.4631	687
9	HPP Curated Panel	Gradient-boosted trees	0.4592	687

hemoglobin/5a8f2d1e85f5

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

#	Predictor	Method	Absolute test R²	Test n
1	Participant Embedding	Ridge	0.2948	271

hemoglobin/a4cc8f23320d

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

#	Predictor	Method	Absolute test R²	Test n
1	Participant Embedding	Ridge	0.3109	228

hemoglobin/b2854798858a

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabDPT	0.4771	438
2	HPP Curated Panel	Ridge	0.4703	438
3	HPP Curated Panel	TabPFN 3.5	0.4698	438
4	HPP Curated Panel	Gradient-boosted trees	0.4687	438
5	HPP Curated Panel	TabSwift	0.4652	438
6	HPP Curated Panel	TabICL	0.4646	438
7	HPP Curated Panel	RealMLP	0.464	438
8	HPP Curated Panel	TabPFN v2	0.4616	438
9	HPP Curated Panel	TabFM	0.4598	438

hemoglobin/d6ac576225aa

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

#	Predictor	Method	Absolute test R²	Test n
1	Participant Embedding	Ridge	0.3912	593