cardiovascular_lipid · ecg

QRS duration

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

Per-track results

Benchmark Tracks

qrs_duration/06ef80a6573f

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabPFN 3.5	0.1345	1432
2	HPP Curated Panel	TabDPT	0.1317	1432
3	HPP Curated Panel	TabFM	0.1314	1432
4	HPP Curated Panel	TabICL	0.1299	1432
5	HPP Curated Panel	Gradient-boosted trees	0.1298	1432
6	HPP Curated Panel	TabSwift	0.1298	1432
7	HPP Curated Panel	TabPFN v2	0.1295	1432
8	HPP Curated Panel	Ridge	0.1282	1432
9	HPP Curated Panel	RealMLP	0.1252	1432

qrs_duration/407c27b1c023

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabPFN 3.5	0.1476	860
2	HPP Curated Panel	TabDPT	0.1459	860
3	HPP Curated Panel	Ridge	0.1459	860
4	HPP Curated Panel	TabSwift	0.1434	860
5	HPP Curated Panel	Gradient-boosted trees	0.1417	860
6	HPP Curated Panel	TabICL	0.1388	860
7	HPP Curated Panel	TabFM	0.1384	860
8	HPP Curated Panel	RealMLP	0.1365	860
9	HPP Curated Panel	TabPFN v2	0.1355	860

qrs_duration/5584b33619b0

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabPFN 3.5	0.1499	897
2	HPP Curated Panel	TabFM	0.1495	897
3	HPP Curated Panel	TabICL	0.1491	897
4	HPP Curated Panel	Ridge	0.1476	897
5	HPP Curated Panel	TabDPT	0.1475	897
6	HPP Curated Panel	TabSwift	0.1465	897
7	HPP Curated Panel	RealMLP	0.1415	897
8	HPP Curated Panel	Gradient-boosted trees	0.1413	897
9	HPP Curated Panel	TabPFN v2	0.1374	897

qrs_duration/d6df1d2abdb3

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabPFN 3.5	0.1511	1417
2	HPP Curated Panel	Gradient-boosted trees	0.1508	1417
3	HPP Curated Panel	TabDPT	0.1501	1417
4	HPP Curated Panel	Ridge	0.1491	1417
5	HPP Curated Panel	RealMLP	0.1483	1417
6	HPP Curated Panel	TabSwift	0.1479	1417
7	HPP Curated Panel	TabFM	0.1467	1417
8	HPP Curated Panel	TabICL	0.145	1417
9	HPP Curated Panel	TabPFN v2	0.1444	1417