ophthalmic_retinal · fundus_imaging

Fundus Artery Average Width

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

Per-track results

Benchmark Tracks

fundus_artery_average_width/00ada4c70237

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabSwift	0.1058	1038
2	HPP Curated Panel	Ridge	0.0996	1038
3	HPP Curated Panel	Gradient-boosted trees	0.09323	1038

fundus_artery_average_width/1ff49b99ee43

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

#	Predictor	Method	Absolute test R²	Test n
1	CGM Iglu	Gradient-boosted trees	0.09439	928
2	CGM Iglu	Ridge	0.09291	928
3	CGM Iglu	TabSwift	0.08561	928

fundus_artery_average_width/617c9e1db03f

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	Ridge	0.09129	463
2	HPP Curated Panel	TabSwift	0.087	463
3	HPP Curated Panel	Gradient-boosted trees	0.06952	463

fundus_artery_average_width/974fedf9cd0d

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	Ridge	0.1183	804
2	HPP Curated Panel	TabSwift	0.1066	804
3	HPP Curated Panel	Gradient-boosted trees	0.1029	804

fundus_artery_average_width/e1495841a055

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabSwift	0.1137	552
2	HPP Curated Panel	Ridge	0.1125	552
3	HPP Curated Panel	Gradient-boosted trees	0.1017	552

fundus_artery_average_width/e4537dafb19b

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabSwift	0.1204	965
2	HPP Curated Panel	Gradient-boosted trees	0.1115	965
3	HPP Curated Panel	Ridge	0.1071	965