cardiovascular_lipid · ultrasound

Carotid intima-media thickness

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

Per-track results

Benchmark Tracks

cimt/393ddc74bc62

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	RealMLP	0.2746	1057
2	HPP Curated Panel	TabPFN v2	0.2726	1057
3	HPP Curated Panel	Gradient-boosted trees	0.2717	1057
4	HPP Curated Panel	TabFM	0.27	1057
5	HPP Curated Panel	Ridge	0.2699	1057
6	HPP Curated Panel	TabPFN 3.5	0.268	1057
7	HPP Curated Panel	TabDPT	0.2674	1057
8	HPP Curated Panel	TabSwift	0.2648	1057
9	HPP Curated Panel	TabICL	0.2648	1057

cimt/f39c378ebf21

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

#	Predictor	Method	Absolute test R²	Test n
1	Fundus Automorph Features	Gradient-boosted trees	0.305	1123
2	Fundus Automorph Features	TabPFN v2	0.3047	1123
3	Fundus Automorph Features	TabSwift	0.3031	1123
4	Fundus Automorph Features	TabDPT	0.3024	1123
5	Fundus Automorph Features	TabPFN 3.5	0.3017	1123
6	Fundus Automorph Features	TabFM	0.3011	1123
7	Fundus Automorph Features	TabICL	0.3006	1123
8	Fundus Automorph Features	RealMLP	0.2997	1123
9	Fundus Automorph Features	Ridge	0.2994	1123