ophthalmic_retinal · fundus_imaging

Fundus Vein Average Width

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

Per-track results

Benchmark Tracks

fundus_vein_average_width/3b80c944fd5b

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabSwift	0.07547	804
2	HPP Curated Panel	Ridge	0.04931	804
3	HPP Curated Panel	Gradient-boosted trees	0.04661	804

fundus_vein_average_width/af38c05e30fb

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

#	Predictor	Method	Absolute test R²	Test n
1	CGM Iglu	TabSwift	0.04811	928
2	CGM Iglu	Gradient-boosted trees	0.04065	928
3	CGM Iglu	Ridge	0.02371	928

fundus_vein_average_width/bb609851ec7b

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	Ridge	0.02458	463
2	HPP Curated Panel	Gradient-boosted trees	0.01574	463
3	HPP Curated Panel	TabSwift	0.01348	463

fundus_vein_average_width/c5e2ecf03ea7

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabSwift	0.07747	1038
2	HPP Curated Panel	Gradient-boosted trees	0.06221	1038
3	HPP Curated Panel	Ridge	0.04634	1038

fundus_vein_average_width/c85e128c5446

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	Ridge	0.03188	552
2	HPP Curated Panel	TabSwift	0.03023	552
3	HPP Curated Panel	Gradient-boosted trees	0.02747	552

fundus_vein_average_width/dfbcd45571ad

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

#	Predictor	Method	Absolute test R²	Test n
1	HPP Curated Panel	TabSwift	0.07613	965
2	HPP Curated Panel	Gradient-boosted trees	0.06611	965
3	HPP Curated Panel	Ridge	0.03694	965