metabolic_metabolomics · nmr_metabolomics

Glycine (NMR)

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

Per-track results

Benchmark Tracks

glycine_nmr/452854dd9521

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabICL	0.155	1006
2	HPP Curated Panel	TabDPT	0.1526	1006
3	HPP Curated Panel	TabFM	0.1502	1006
4	HPP Curated Panel	TabPFN v2	0.1476	1006
5	HPP Curated Panel	TabPFN 3.5	0.1474	1006
6	HPP Curated Panel	RealMLP	0.1471	1006
7	HPP Curated Panel	Ridge	0.1457	1006
8	HPP Curated Panel	Gradient-boosted trees	0.1443	1006
9	HPP Curated Panel	TabSwift	0.1427	1006

glycine_nmr/6bf01e95f8c7

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

#	Predictor	Method	Absolute test R²	Test n
1	CGM Iglu	TabICL	0.1663	1403
2	CGM Iglu	TabFM	0.1639	1403
3	CGM Iglu	TabPFN 3.5	0.1615	1403
4	CGM Iglu	TabPFN v2	0.1606	1403
5	CGM Iglu	TabDPT	0.1602	1403
6	Participant Embedding	Ridge	0.1601	1403
7	CGM Iglu	RealMLP	0.155	1403
8	CGM Iglu	TabSwift	0.1535	1403
9	CGM Iglu	Gradient-boosted trees	0.1518	1403
10	CGM Iglu	Ridge	0.1508	1403

glycine_nmr/a1d7eb2581bd

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

#	Predictor	Method	Absolute test R²	Test n
1	Participant Embedding	Ridge	0.149	884

glycine_nmr/ed8dc3a88364

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

#	Predictor	Method	Absolute test R²	Test n
1	Participant Embedding	Ridge	0.07752	697