hepatobiliary · derived_clinical_score

Fatty liver index (FLI)

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

Per-track results

Benchmark Tracks

fli/af716a95f907

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabPFN 3.5	0.4634	269
2	HPP Curated Panel	TabICL	0.4552	269
3	HPP Curated Panel	TabFM	0.4544	269
4	HPP Curated Panel	TabDPT	0.4515	269
5	HPP Curated Panel	Ridge	0.4292	269
6	HPP Curated Panel	TabSwift	0.4272	269
7	HPP Curated Panel	RealMLP	0.4152	269
8	HPP Curated Panel	TabPFN v2	0.4072	269
9	HPP Curated Panel	Gradient-boosted trees	0.3791	269

fli/c0349a922731

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabFM	0.8045	179
2	HPP Curated Panel	TabDPT	0.8033	179
3	HPP Curated Panel	TabPFN v2	0.8023	179
4	HPP Curated Panel	TabICL	0.8015	179
5	HPP Curated Panel	TabSwift	0.799	179
6	HPP Curated Panel	TabPFN 3.5	0.7979	179
7	HPP Curated Panel	Gradient-boosted trees	0.7922	179
8	HPP Curated Panel	RealMLP	0.7913	179
9	HPP Curated Panel	Ridge	0.7817	179