CN-to-MCI Conversion Prediction on AD conversion dataset CN-to-MCI (test) benchmark leaderboard · SOTA2 Research

CN-to-MCI Conversion Prediction on AD conversion dataset CN-to-MCI (test)

0.843C-indexXGBoost-Cox

Evaluation Results

Method	Links
XGBoost-Cox2026.04		0.843	0.133	91.1	71.1
RSF2026.04		0.821	0.14	91.2	69
TA-RNN2026.04		0.812	0.179	78.3	50.7
LSTM2026.04		0.811	0.196	86.8	57.5
PROMISE-AD2026.04		0.808	0.085	86.4	61.4
RNNAD2026.04		0.808	0.164	77.3	52.1
PPAD2026.04		0.782	0.178	77.8	50.2
Seq Transformer2026.04		0.775	0.177	73.4	50.5
CoxTime2026.04		0.769	0.188	63.4	36
L2C-TabPFN2026.04		0.768	0.171	91.5	70.5
DeepSurv2026.04		0.763	0.188	69.5	40.9
Discrete MLP2026.04		0.744	0.174	70.3	46.9
DeepHit2026.04		0.722	0.175	72	48.9