Classification on Internal meningioma dataset volumetric response prediction (outer cross-validation) benchmark leaderboard · SOTA2 Research

Classification on Internal meningioma dataset volumetric response prediction (outer cross-validation)

0.81AUC MeanTabPFN

Evaluation Results

Method	Links
TabPFN2026.04		0.81	0.07	76	0.04	76	0.08	86	0.05	81	0.06
Random Forest2026.04		0.76	0.07	69	0.1	73	0.11	79	0.1	76	0.11
CatBoost2026.04		0.73	0.06	71	0.04	65	0.08	74	0.05	69	0.07
XGBoost2026.04		0.72	0.07	69	0.08	70	0.06	74	0.04	72	0.05
Ridge Classifier2026.04		0.7	0.06	69	0.07	65	0.1	71	0.08	68	0.09
Decision Tree2026.04		0.67	0.06	66	0.07	64	0.1	67	0.04	66	0.07