MCI-to-AD conversion prediction on AD conversion dataset MCI-to-AD (test) benchmark leaderboard · SOTA2 Research

MCI-to-AD conversion prediction on AD conversion dataset MCI-to-AD (test)

0.894C-indexPROMISE-AD

Evaluation Results

Method	Links
PROMISE-AD2026.04		0.894	0.095	99.7	99.9
XGBoost-Cox2026.04		0.873	0.11	97.16	99.1
LSTM2026.04		0.866	0.084	98.9	99.4
PPAD2026.04		0.864	0.085	97.2	99
RNNAD2026.04		0.861	0.089	97.7	99
TA-RNN2026.04		0.86	0.088	98.6	99.3
L2C-TabPFN2026.04		0.852	0.094	99	99.4
Discrete MLP2026.04		0.851	0.093	97.1	98.9
Seq Transformer2026.04		0.848	0.105	92.7	97.9
RSF2026.04		0.845	0.131	91.2	97.8
CoxTime2026.04		0.843	0.083	98.1	99.2
DeepHit2026.04		0.838	0.105	96.3	98.8
DeepSurv2026.04		0.834	0.092	97.7	99.1