metabolic_metabolomics · cgm

CGM coefficient of variation

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

Per-track results

Benchmark Tracks

cgm_coefficient_of_variation/8b6a0fbffcbc

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	RealMLP	0.04219	1171
2	HPP Curated Panel	TabDPT	0.04104	1171
3	HPP Curated Panel	TabFM	0.04009	1171
4	HPP Curated Panel	TabPFN v2	0.03805	1171
5	HPP Curated Panel	TabICL	0.03802	1171
6	HPP Curated Panel	Gradient-boosted trees	0.03726	1171
7	HPP Curated Panel	TabPFN 3.5	0.03702	1171
8	HPP Curated Panel	TabSwift	0.03518	1171
9	HPP Curated Panel	Ridge	0.03264	1171

cgm_coefficient_of_variation/ad72231b822c

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabPFN 3.5	0.07695	1385
2	HPP Curated Panel	TabDPT	0.07231	1385
3	HPP Curated Panel	TabICL	0.07052	1385
4	HPP Curated Panel	TabFM	0.07052	1385
5	HPP Curated Panel	TabSwift	0.06489	1385
6	HPP Curated Panel	TabPFN v2	0.06468	1385
7	HPP Curated Panel	RealMLP	0.06418	1385
8	HPP Curated Panel	Ridge	0.05848	1385
9	HPP Curated Panel	Gradient-boosted trees	0.0517	1385