cardiovascular_lipid · ecg

PR interval

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

Per-track results

Benchmark Tracks

pr_interval/1564b4b6c787

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabPFN 3.5	0.06237	887
2	HPP Curated Panel	TabFM	0.06216	887
3	HPP Curated Panel	TabICL	0.06208	887
4	HPP Curated Panel	TabDPT	0.05985	887
5	HPP Curated Panel	TabSwift	0.0598	887
6	HPP Curated Panel	TabPFN v2	0.05657	887
7	HPP Curated Panel	Ridge	0.05558	887
8	HPP Curated Panel	RealMLP	0.0524	887
9	HPP Curated Panel	Gradient-boosted trees	0.04941	887

pr_interval/3d54d6c9e910

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	Ridge	0.1284	1407
2	HPP Curated Panel	TabICL	0.1276	1407
3	HPP Curated Panel	TabFM	0.1261	1407
4	HPP Curated Panel	TabPFN v2	0.1259	1407
5	HPP Curated Panel	RealMLP	0.1254	1407
6	HPP Curated Panel	TabSwift	0.1254	1407
7	HPP Curated Panel	TabDPT	0.1239	1407
8	HPP Curated Panel	TabPFN 3.5	0.1207	1407
9	HPP Curated Panel	Gradient-boosted trees	0.1174	1407

pr_interval/636581b26e45

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabFM	0.09358	1421
2	HPP Curated Panel	TabDPT	0.09252	1421
3	HPP Curated Panel	TabICL	0.09152	1421
4	HPP Curated Panel	TabSwift	0.09105	1421
5	HPP Curated Panel	TabPFN v2	0.08862	1421
6	HPP Curated Panel	Ridge	0.0879	1421
7	HPP Curated Panel	TabPFN 3.5	0.08708	1421
8	HPP Curated Panel	RealMLP	0.08425	1421
9	HPP Curated Panel	Gradient-boosted trees	0.08072	1421

pr_interval/6ce6612f6dd0

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabPFN 3.5	0.0822	853
2	HPP Curated Panel	TabSwift	0.08107	853
3	HPP Curated Panel	TabICL	0.08084	853
4	HPP Curated Panel	TabFM	0.07971	853
5	HPP Curated Panel	Ridge	0.07698	853
6	HPP Curated Panel	TabPFN v2	0.07682	853
7	HPP Curated Panel	TabDPT	0.07679	853
8	HPP Curated Panel	Gradient-boosted trees	0.0739	853
9	HPP Curated Panel	RealMLP	0.07347	853