Binary classification on UCI Heart Disease benchmark leaderboard · SOTA2 Research

Binary classification on UCI Heart Disease

0.89Full-data UB (AUROC)XGBoost

Evaluation Results

Method	Links
XGBoost2026.04		0.89	0.75	0.84
XGBoost2026.04		0.89	0.78	0.85
Tree of Concepts2026.04		0.89	0.8	0.85
FT-Transformer2026.04		0.88	0.73	0.83
FT-Transformer2026.04		0.88	0.76	0.84
Decision Tree2026.04		0.83	0.56	0.72
Decision Tree2026.04		0.83	0.63	0.73