Mortality prediction on PhysioNet 2012 (test)

86.3AUC

GRU-D

Updated 4d ago

Evaluation Results

Method
GRU-D 2021.06	86.3	-	53.7
GRU-APC 2021.06	86	-	54.1
GRU-APC 2021.06	85.9	-	53.5
Statistical Feature Extraction 2026.02	85.7	-	52.3
GRU-Simple 2021.06	85.5	-	53.8
GRU-D 2021.06	85.5	-	53.1
GRU 2021.06	85.4	-	51.4
GRU-D-APC 2021.06	85.3	-	55.1
GRU-D-APC 2021.06	85.2	-	54.1
ViTST 2026.02	85.1	-	51.1
BRITS 2021.06	85	-	-
GRU-D-APC 2021.06	85	-	53.3
GRU-Mean 2021.06	84.6	-	50.3
DGM^2-O 2026.02	84.4	-	47.3
GRU-Forward 2021.06	84.3	-	52
Statistical Feature Extraction 2026.02	84.3	-	50
GRU-D 2021.06	84.24	-	-
GRU-APC 2021.06	84.2	-	50.4
mTAND 2026.02	84.2	-	48.2
Statistical Feature Extraction 2026.02	83.6	-	49
GRU-D 2021.06	83.4	-	-
Transformer 2026.02	83.3	-	47.9
Raindrop 2026.02	82.8	-	44
Trans-mean 2026.02	82.6	-	46.3
IP-Net 2026.02	82.6	-	47.6
Statistical Feature Extraction 2026.02	82.4	-	46.9
GRU-D 2026.02	81.9	-	46.1
MTGNN 2026.02	74.4	-	35.5
SeFT 2026.02	73.9	-	31.1