cardiovascular_lipid · vascular_measurement

1-minute orthostatic SBP drop

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

Per-track results

Benchmark Tracks

orthostatic_sbp_drop_1min/07286c34ec47

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabICL	0.02141	239
2	HPP Curated Panel	TabSwift	0.01868	239
3	HPP Curated Panel	TabDPT	0.01431	239
4	HPP Curated Panel	TabFM	0.01414	239
5	HPP Curated Panel	TabPFN 3.5	0.01359	239
6	HPP Curated Panel	TabPFN v2	0.01348	239
7	HPP Curated Panel	RealMLP	0.01238	239
8	HPP Curated Panel	Ridge	0.009768	239
9	HPP Curated Panel	Gradient-boosted trees	0.006598	239

orthostatic_sbp_drop_1min/1c6c2c3f1880

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabPFN v2	0.01368	329
2	HPP Curated Panel	RealMLP	0.0108	329
3	HPP Curated Panel	TabDPT	0.01025	329
4	HPP Curated Panel	TabFM	0.009692	329
5	HPP Curated Panel	TabPFN 3.5	0.009168	329
6	HPP Curated Panel	TabSwift	0.008794	329
7	HPP Curated Panel	TabICL	0.007942	329
8	HPP Curated Panel	Ridge	0.006818	329
9	HPP Curated Panel	Gradient-boosted trees	0.004375	329

orthostatic_sbp_drop_1min/98ddb04579df

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	Ridge	0.01482	1203
2	HPP Curated Panel	TabFM	0.0136	1203
3	HPP Curated Panel	Gradient-boosted trees	0.01264	1203
4	HPP Curated Panel	TabPFN 3.5	0.01154	1203
5	HPP Curated Panel	TabDPT	0.01112	1203
6	HPP Curated Panel	TabPFN v2	0.01082	1203
7	HPP Curated Panel	TabSwift	0.01001	1203
8	HPP Curated Panel	TabICL	0.009663	1203
9	HPP Curated Panel	RealMLP	0.008476	1203

orthostatic_sbp_drop_1min/b667c9f3a30a

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabFM	0.01905	1297
2	HPP Curated Panel	TabICL	0.01866	1297
3	HPP Curated Panel	TabPFN 3.5	0.01818	1297
4	HPP Curated Panel	TabSwift	0.01803	1297
5	HPP Curated Panel	Ridge	0.01657	1297
6	HPP Curated Panel	TabDPT	0.01563	1297
7	HPP Curated Panel	TabPFN v2	0.01415	1297
8	HPP Curated Panel	RealMLP	0.01382	1297
9	HPP Curated Panel	Gradient-boosted trees	0.01327	1297