ResearchBenchmarksIrregular Clinical Time-Series Prediction on MIMIC-IV (test)Irregular Clinical Time-Series Prediction on MIMIC-IV (test)Follow0.861AUROCReTAMamba0.813160.825580.8380.85042May 11, 2026Evaluation resultsMethodMethodLinksAUROCAUPRCReTAMamba2026.050.8610.548IP-Nets2026.050.8560.529Warpformer2026.050.8550.528GRU-D2026.050.8540.517SeFT2026.050.8530.514Transformer2026.050.8520.523LSTM2026.050.850.515mTAN2026.050.8480.511Raindrop2026.050.8410.489Mamba2026.050.840.49XGBoost2026.050.8150.481