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Irregular clinical time-series prediction on eICU (test)

79.3AUROCReTAMamba
76.28477.06777.8578.633May 11, 2026

Evaluation results

MethodLinks
ReTAMamba2026.0579.338.4
IP-Nets2026.0578.736.2
Transformer2026.0578.436.1
Warpformer2026.0578.437.2
GRU-D2026.0578.335.8
SeFT2026.0578.335.9
LSTM2026.0578.135
mTAN2026.0577.835.4
Raindrop2026.0577.535.2
Mamba2026.0577.435.1
XGBoost2026.0576.434.3