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Time Series Classification on PhysioNet Sepsis (test)

91.6AUROC

Neural ODE (with TANDEM)

Updated 16d ago

Evaluation Results

Method	Links
Neural ODE (with TANDEM) 2025.08		91.6
EXIT 2025.08		91.3
Neural SDE (with TANDEM) 2025.08		91.3
Neural LNSDE 2025.08		91.1
Neural LSDE 2025.08		90.9
Neural GSDE 2025.08		90.9
Neural CDE (with TANDEM) 2025.08		90.9
ANCDE 2025.08		90
Neural CDE (with TANDEM) 2025.08		89.3
Neural GSDE 2025.08		88.4
Neural LNSDE 2025.08		88.1
Neural CDE 2025.08		88
Neural LSDE 2025.08		87.9
GRU-Δ 2025.08		87.8
Neural ODE (with TANDEM) 2025.08		87.7
ODE-RNN 2025.08		87.4
Neural SDE (with TANDEM) 2025.08		87.3
GRU-D 2025.08		87.1
GRU-ODE 2025.08		85.2
GRU-D 2025.08		85
GRU-Δ 2025.08		84
EXIT 2025.08		83.6
ODE-RNN 2025.08		83.3
ANCDE 2025.08		82.3
ACE-NODE 2025.08		80.4
Latent-ODE 2025.08		78.7
Neural CDE 2025.08		77.6
GRU-ODE 2025.08		77.1
ACE-NODE 2025.08		51.4
Latent-ODE 2025.08		49.5