metabolic_metabolomics · condition_status

Prediabetes Status

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

Per-track results

Benchmark Tracks

prediabetes_status/2d6e10963816

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

#	Predictor	Method	Absolute test AUROC	Test n
1	HPP Curated Panel	TabICL Classifier	0.6931	1329
2	HPP Curated Panel	RealMLP Classifier	0.6917	1329
3	HPP Curated Panel	TabSwift Classifier	0.6914	1329
4	HPP Curated Panel	TabPFN v2 Classifier	0.6905	1329
5	HPP Curated Panel	TabDPT Classifier	0.6903	1329
6	HPP Curated Panel	TabPFN 3.5 Classifier	0.689	1329
7	HPP Curated Panel	TabFM Classifier	0.6876	1329
8	HPP Curated Panel	Logistic Delta Auc	0.6845	1329
9	HPP Curated Panel	GBDT Delta Auc	0.6692	1329

prediabetes_status/7500a318f31c

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

#	Predictor	Method	Absolute test AUROC	Test n
1	CGM Iglu	TabFM Classifier	0.7227	1720
2	CGM Iglu	TabPFN 3.5 Classifier	0.7211	1720
3	CGM Iglu	TabDPT Classifier	0.7187	1720
4	CGM Iglu	TabICL Classifier	0.7168	1720
5	CGM Iglu	TabSwift Classifier	0.7164	1720
6	CGM Iglu	Logistic Delta Auc	0.7116	1720
7	CGM Iglu	RealMLP Classifier	0.7061	1720
8	CGM Iglu	TabPFN v2 Classifier	0.7042	1720
9	CGM Iglu	GBDT Delta Auc	0.668	1720