Irregular Clinical Time-Series Prediction on MIMIC-IV (test) benchmark leaderboard · SOTA2 Research

Irregular Clinical Time-Series Prediction on MIMIC-IV (test)

0.861AUROCReTAMamba

Evaluation Results

Method	Links
ReTAMamba2026.05		0.861	0.548
IP-Nets2026.05		0.856	0.529
Warpformer2026.05		0.855	0.528
GRU-D2026.05		0.854	0.517
SeFT2026.05		0.853	0.514
Transformer2026.05		0.852	0.523
LSTM2026.05		0.85	0.515
mTAN2026.05		0.848	0.511
Raindrop2026.05		0.841	0.489
Mamba2026.05		0.84	0.49
XGBoost2026.05		0.815	0.481