cardiovascular_lipid · vascular_measurement

Systolic blood pressure

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

Per-track results

Benchmark Tracks

sbp/2ea5edfada64

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

#	Predictor	Method	Absolute test R²	Test n
1	Fundus Automorph Features	TabFM	0.3827	1192
2	Fundus Automorph Features	TabICL	0.3804	1192
3	Fundus Automorph Features	TabPFN v2	0.3794	1192
4	Fundus Automorph Features	RealMLP	0.3789	1192
5	Fundus Automorph Features	TabPFN 3.5	0.3773	1192
6	Fundus Automorph Features	TabDPT	0.3757	1192
7	Fundus Automorph Features	Ridge	0.3737	1192
8	Fundus Automorph Features	TabSwift	0.3724	1192
9	Fundus Automorph Features	Gradient-boosted trees	0.3649	1192

sbp/edb73ac2d58b

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabPFN 3.5	0.2633	1425
2	HPP Curated Panel	TabICL	0.2627	1425
3	HPP Curated Panel	TabFM	0.2619	1425
4	HPP Curated Panel	TabDPT	0.2612	1425
5	HPP Curated Panel	TabSwift	0.2609	1425
6	HPP Curated Panel	TabPFN v2	0.2554	1425
7	HPP Curated Panel	Ridge	0.2548	1425
8	HPP Curated Panel	RealMLP	0.2527	1425
9	HPP Curated Panel	Gradient-boosted trees	0.2484	1425