cardiovascular_lipid · ecg

Resting heart rate

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

Per-track results

Benchmark Tracks

resting_hr/16ba005f876e

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabPFN v2	0.4604	1419
2	HPP Curated Panel	TabPFN 3.5	0.459	1419
3	HPP Curated Panel	TabDPT	0.459	1419
4	HPP Curated Panel	TabFM	0.4584	1419
5	HPP Curated Panel	TabSwift	0.458	1419
6	HPP Curated Panel	RealMLP	0.4571	1419
7	HPP Curated Panel	TabICL	0.4566	1419
8	HPP Curated Panel	Ridge	0.4537	1419
9	HPP Curated Panel	Gradient-boosted trees	0.4509	1419

resting_hr/2b88cf1cc9ca

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabFM	0.1461	1434
2	HPP Curated Panel	TabPFN 3.5	0.1425	1434
3	HPP Curated Panel	TabSwift	0.1422	1434
4	HPP Curated Panel	TabDPT	0.1421	1434
5	HPP Curated Panel	TabICL	0.1387	1434
6	HPP Curated Panel	RealMLP	0.1351	1434
7	HPP Curated Panel	TabPFN v2	0.1347	1434
8	HPP Curated Panel	Ridge	0.1273	1434
9	HPP Curated Panel	Gradient-boosted trees	0.1083	1434