cardiovascular_lipid · condition_status

Hyperlipidemia status

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

Per-track results

Benchmark Tracks

hyperlipidemia_status/89d07df0b510

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

#	Predictor	Method	Absolute test AUROC	Test n
1	CGM Iglu	TabPFN 3.5 Classifier	0.7339	504
2	CGM Iglu	RealMLP Classifier	0.7284	504
3	CGM Iglu	TabFM Classifier	0.7281	504
4	CGM Iglu	TabICL Classifier	0.7234	504
5	CGM Iglu	TabDPT Classifier	0.7154	504
6	CGM Iglu	TabSwift Classifier	0.7153	504
7	CGM Iglu	Logistic Delta Auc	0.7133	504
8	CGM Iglu	TabPFN v2 Classifier	0.7112	504
9	CGM Iglu	GBDT Delta Auc	0.7078	504

hyperlipidemia_status/a044fae0b354

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

#	Predictor	Method	Absolute test AUROC	Test n
1	HPP Curated Panel	TabFM Classifier	0.7069	334
2	HPP Curated Panel	TabPFN v2 Classifier	0.7065	334
3	HPP Curated Panel	RealMLP Classifier	0.7052	334
4	HPP Curated Panel	TabPFN 3.5 Classifier	0.6967	334
5	HPP Curated Panel	Logistic Delta Auc	0.6965	334
6	HPP Curated Panel	TabICL Classifier	0.6961	334
7	HPP Curated Panel	TabDPT Classifier	0.696	334
8	HPP Curated Panel	TabSwift Classifier	0.6905	334
9	HPP Curated Panel	GBDT Delta Auc	0.6757	334