metabolic_metabolomics · cgm

CGM mean glucose

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

Per-track results

Benchmark Tracks

cgm_mean_glucose/342ed93bc221

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabFM	0.08602	1171
2	HPP Curated Panel	TabDPT	0.08366	1171
3	HPP Curated Panel	TabPFN 3.5	0.08176	1171
4	HPP Curated Panel	TabSwift	0.0815	1171
5	HPP Curated Panel	TabICL	0.08142	1171
6	HPP Curated Panel	Ridge	0.07627	1171
7	HPP Curated Panel	TabPFN v2	0.07581	1171
8	HPP Curated Panel	RealMLP	0.07097	1171
9	HPP Curated Panel	Gradient-boosted trees	0.06615	1171

cgm_mean_glucose/56e569ce43c8

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabPFN 3.5	0.1711	1385
2	HPP Curated Panel	TabDPT	0.1659	1385
3	HPP Curated Panel	TabICL	0.1638	1385
4	HPP Curated Panel	TabFM	0.1589	1385
5	HPP Curated Panel	TabSwift	0.1582	1385
6	HPP Curated Panel	TabPFN v2	0.1575	1385
7	HPP Curated Panel	Ridge	0.1336	1385
8	HPP Curated Panel	RealMLP	0.1216	1385
9	HPP Curated Panel	Gradient-boosted trees	0.1195	1385