ophthalmic_retinal · fundus_imaging

Fundus Artery Fractal Dimension

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

Per-track results

Benchmark Tracks

fundus_artery_fractal_dimension/1cea7dea317c

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

#	Predictor	Method	Absolute test R²	Test n
1	CGM Iglu	TabSwift	0.08171	928
2	CGM Iglu	Gradient-boosted trees	0.06344	928
3	CGM Iglu	Ridge	0.01482	928

fundus_artery_fractal_dimension/2145a9e36ec2

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabSwift	0.03781	463
2	HPP Curated Panel	Ridge	0.03727	463
3	HPP Curated Panel	Gradient-boosted trees	0.03498	463

fundus_artery_fractal_dimension/7493f485b11e

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabSwift	0.03791	552
2	HPP Curated Panel	Ridge	0.03047	552
3	HPP Curated Panel	Gradient-boosted trees	-0.01534	552

fundus_artery_fractal_dimension/74f62f5b992c

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabSwift	0.09871	804
2	HPP Curated Panel	Gradient-boosted trees	0.08988	804
3	HPP Curated Panel	Ridge	0.03521	804

fundus_artery_fractal_dimension/81ca6e6f24ac

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabSwift	0.1014	1038
2	HPP Curated Panel	Gradient-boosted trees	0.08994	1038
3	HPP Curated Panel	Ridge	0.04118	1038

fundus_artery_fractal_dimension/e1e92b9c004d

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabSwift	0.1146	965
2	HPP Curated Panel	Gradient-boosted trees	0.1118	965
3	HPP Curated Panel	Ridge	0.03573	965