hepatobiliary · derived_clinical_score

Fibrosis-4 index (FIB-4)

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

Per-track results

Benchmark Tracks

fib4/88ac077e329b

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabPFN 3.5	0.0988	656
2	HPP Curated Panel	TabDPT	0.09524	656
3	HPP Curated Panel	TabSwift	0.09432	656
4	HPP Curated Panel	TabICL	0.09414	656
5	HPP Curated Panel	TabFM	0.09116	656
6	HPP Curated Panel	Ridge	0.08007	656
7	HPP Curated Panel	TabPFN v2	0.0796	656
8	HPP Curated Panel	RealMLP	0.0727	656
9	HPP Curated Panel	Gradient-boosted trees	0.04607	656

fib4/c5fd611084a4

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabPFN 3.5	0.01465	443
2	HPP Curated Panel	TabPFN v2	0.01418	443
3	HPP Curated Panel	TabDPT	0.01328	443
4	HPP Curated Panel	Ridge	0.01191	443
5	HPP Curated Panel	TabSwift	0.01129	443
6	HPP Curated Panel	TabFM	0.008666	443
7	HPP Curated Panel	TabICL	0.007583	443
8	HPP Curated Panel	Gradient-boosted trees	0.005972	443
9	HPP Curated Panel	RealMLP	0.001894	443