cardiovascular_lipid · blood_test

Triglycerides

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

Per-track results

Benchmark Tracks

tg/aa1cfa59c9a6

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabPFN v2	0.2284	535
2	HPP Curated Panel	TabDPT	0.2249	535
3	HPP Curated Panel	TabFM	0.2223	535
4	HPP Curated Panel	TabICL	0.2195	535
5	HPP Curated Panel	RealMLP	0.2175	535
6	HPP Curated Panel	TabPFN 3.5	0.2156	535
7	HPP Curated Panel	TabSwift	0.2139	535
8	HPP Curated Panel	Gradient-boosted trees	0.2104	535
9	HPP Curated Panel	Ridge	0.21	535

tg/c225df5820f5

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

#	Predictor	Method	Absolute test R²	Test n
1	CGM Iglu	TabPFN 3.5	0.1941	865
2	CGM Iglu	TabICL	0.1885	865
3	CGM Iglu	TabFM	0.1844	865
4	CGM Iglu	TabDPT	0.183	865
5	CGM Iglu	RealMLP	0.1799	865
6	CGM Iglu	TabSwift	0.1698	865
7	CGM Iglu	TabPFN v2	0.1671	865
8	CGM Iglu	Gradient-boosted trees	0.1512	865
9	CGM Iglu	Ridge	0.1394	865