hepatobiliary · condition_status

Fatty Liver Disease Status

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

Per-track results

Benchmark Tracks

fatty_liver_disease_status/28d3d5a08ec8

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

#	Predictor	Method	Absolute test AUROC	Test n
1	HPP Curated Panel	TabPFN 3.5 Classifier	0.8194	920
2	HPP Curated Panel	TabFM Classifier	0.8183	920
3	HPP Curated Panel	TabDPT Classifier	0.8176	920
4	HPP Curated Panel	TabPFN v2 Classifier	0.8174	920
5	HPP Curated Panel	TabSwift Classifier	0.8161	920
6	HPP Curated Panel	TabICL Classifier	0.8156	920
7	HPP Curated Panel	RealMLP Classifier	0.8117	920
8	HPP Curated Panel	Logistic Delta Auc	0.8113	920
9	HPP Curated Panel	GBDT Delta Auc	0.7924	920

fatty_liver_disease_status/7ce3a24389c0

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

#	Predictor	Method	Absolute test AUROC	Test n
1	HPP Curated Panel	TabFM Classifier	0.8674	1083
2	HPP Curated Panel	TabSwift Classifier	0.8671	1083
3	HPP Curated Panel	TabDPT Classifier	0.867	1083
4	HPP Curated Panel	TabPFN 3.5 Classifier	0.8668	1083
5	HPP Curated Panel	TabICL Classifier	0.8663	1083
6	HPP Curated Panel	RealMLP Classifier	0.8645	1083
7	HPP Curated Panel	TabPFN v2 Classifier	0.8639	1083
8	HPP Curated Panel	Logistic Delta Auc	0.8619	1083
9	HPP Curated Panel	GBDT Delta Auc	0.8485	1083