cardiovascular_lipid · ecg

QT interval

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

Per-track results

Benchmark Tracks

qt_interval/02af9d5f4246

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabFM	0.07102	1432
2	HPP Curated Panel	TabDPT	0.0704	1432
3	HPP Curated Panel	TabPFN 3.5	0.06841	1432
4	HPP Curated Panel	TabICL	0.06774	1432
5	HPP Curated Panel	TabPFN v2	0.06637	1432
6	HPP Curated Panel	RealMLP	0.06548	1432
7	HPP Curated Panel	TabSwift	0.06427	1432
8	HPP Curated Panel	Ridge	0.06048	1432
9	HPP Curated Panel	Gradient-boosted trees	0.05321	1432

qt_interval/26c38afcf9b5

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabPFN 3.5	0.3138	1417
2	HPP Curated Panel	TabICL	0.3133	1417
3	HPP Curated Panel	TabDPT	0.3101	1417
4	HPP Curated Panel	TabSwift	0.3097	1417
5	HPP Curated Panel	TabFM	0.3094	1417
6	HPP Curated Panel	TabPFN v2	0.3093	1417
7	HPP Curated Panel	RealMLP	0.3088	1417
8	HPP Curated Panel	Gradient-boosted trees	0.3059	1417
9	HPP Curated Panel	Ridge	0.296	1417

qt_interval/a2aa4f236aea

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabSwift	0.3239	860
2	HPP Curated Panel	TabDPT	0.3211	860
3	HPP Curated Panel	TabFM	0.3209	860
4	HPP Curated Panel	TabICL	0.3205	860
5	HPP Curated Panel	RealMLP	0.3193	860
6	HPP Curated Panel	TabPFN v2	0.3181	860
7	HPP Curated Panel	TabPFN 3.5	0.3169	860
8	HPP Curated Panel	Ridge	0.3145	860
9	HPP Curated Panel	Gradient-boosted trees	0.3131	860

qt_interval/b37dfd92921b

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabDPT	0.07185	897
2	HPP Curated Panel	TabPFN v2	0.06859	897
3	HPP Curated Panel	TabFM	0.06772	897
4	HPP Curated Panel	TabPFN 3.5	0.06719	897
5	HPP Curated Panel	TabICL	0.06668	897
6	HPP Curated Panel	TabSwift	0.0661	897
7	HPP Curated Panel	RealMLP	0.06494	897
8	HPP Curated Panel	Ridge	0.06363	897
9	HPP Curated Panel	Gradient-boosted trees	0.0562	897