musculoskeletal · functional_test

Maximum Bilateral Grip Strength

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

Per-track results

Benchmark Tracks

maximum_bilateral_grip_strength/62ccd186c74d

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

#	Predictor	Method	Absolute test R²	Test n
1	Participant Embedding	Ridge	0.619	852

maximum_bilateral_grip_strength/755439a39e02

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	RealMLP	0.6903	779
2	HPP Curated Panel	TabPFN 3.5	0.6902	779
3	HPP Curated Panel	TabPFN v2	0.6886	779
4	HPP Curated Panel	TabDPT	0.6883	779
5	HPP Curated Panel	TabSwift	0.6882	779
6	HPP Curated Panel	TabFM	0.6882	779
7	HPP Curated Panel	TabICL	0.6873	779
8	HPP Curated Panel	Gradient-boosted trees	0.6868	779
9	HPP Curated Panel	Ridge	0.6833	779

maximum_bilateral_grip_strength/b400eddb5ba6

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabPFN 3.5	0.6703	1532
2	HPP Curated Panel	TabFM	0.6691	1532
3	HPP Curated Panel	TabPFN v2	0.6681	1532
4	HPP Curated Panel	RealMLP	0.6678	1532
5	HPP Curated Panel	TabDPT	0.6678	1532
6	HPP Curated Panel	TabSwift	0.6678	1532
7	HPP Curated Panel	TabICL	0.6677	1532
8	HPP Curated Panel	Gradient-boosted trees	0.663	1532
9	HPP Curated Panel	Ridge	0.6583	1532

maximum_bilateral_grip_strength/ea72b05fbd69

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

#	Predictor	Method	Absolute test R²	Test n
1	Participant Embedding	Ridge	0.6476	1095

maximum_bilateral_grip_strength/faa6ad316a57

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

#	Predictor	Method	Absolute test R²	Test n
1	Participant Embedding	Ridge	0.664	1731