cardiovascular_lipid · ecg

QTc

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

Per-track results

Benchmark Tracks

qtc/13043af21dc7

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabICL	0.1225	1417
2	HPP Curated Panel	TabFM	0.1212	1417
3	HPP Curated Panel	TabPFN 3.5	0.1203	1417
4	HPP Curated Panel	TabDPT	0.1196	1417
5	HPP Curated Panel	RealMLP	0.1194	1417
6	HPP Curated Panel	TabSwift	0.1192	1417
7	HPP Curated Panel	TabPFN v2	0.1179	1417
8	HPP Curated Panel	Ridge	0.1175	1417
9	HPP Curated Panel	Gradient-boosted trees	0.1169	1417

qtc/20316c1c45c2

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabFM	0.08401	897
2	HPP Curated Panel	TabPFN 3.5	0.08289	897
3	HPP Curated Panel	TabDPT	0.08227	897
4	HPP Curated Panel	TabICL	0.08199	897
5	HPP Curated Panel	Gradient-boosted trees	0.08026	897
6	HPP Curated Panel	RealMLP	0.07957	897
7	HPP Curated Panel	TabSwift	0.07672	897
8	HPP Curated Panel	TabPFN v2	0.07663	897
9	HPP Curated Panel	Ridge	0.07384	897

qtc/79977b1d71b9

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabPFN 3.5	0.1003	860
2	HPP Curated Panel	TabFM	0.1	860
3	HPP Curated Panel	TabSwift	0.09797	860
4	HPP Curated Panel	TabDPT	0.09647	860
5	HPP Curated Panel	TabPFN v2	0.09646	860
6	HPP Curated Panel	TabICL	0.09548	860
7	HPP Curated Panel	Ridge	0.09412	860
8	HPP Curated Panel	RealMLP	0.09062	860
9	HPP Curated Panel	Gradient-boosted trees	0.08876	860

qtc/b642914c9ec0

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabPFN 3.5	0.1146	1432
2	HPP Curated Panel	TabFM	0.1143	1432
3	HPP Curated Panel	TabDPT	0.1083	1432
4	HPP Curated Panel	TabSwift	0.1081	1432
5	HPP Curated Panel	TabICL	0.1059	1432
6	HPP Curated Panel	Ridge	0.1055	1432
7	HPP Curated Panel	TabPFN v2	0.09975	1432
8	HPP Curated Panel	Gradient-boosted trees	0.09195	1432
9	HPP Curated Panel	RealMLP	0.08774	1432