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Time Series Classification on PhysioNet Sepsis (test)

91.6AUROC

Neural ODE (with TANDEM)

Updated 24d 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 LNSDE 2024.02		91.1
Neural LSDE 2025.08		90.9
Neural GSDE 2025.08		90.9
Neural CDE (with TANDEM) 2025.08		90.9
Neural LSDE 2024.02		90.9
Neural GSDE 2024.02		90.9
ANCDE 2025.08		90
ANCDE 2024.02		90
Neural CDE (with TANDEM) 2025.08		89.3
Neural GSDE 2025.08		88.4
Neural GSDE 2024.02		88.4
Neural LNSDE 2025.08		88.1
Neural LNSDE 2024.02		88.1
Neural CDE 2025.08		88
Neural CDE 2024.02		88
Neural LSDE 2025.08		87.9
Neural LSDE 2024.02		87.9
GRU-Δ 2025.08		87.8
GRU-∆t 2024.02		87.8
Neural ODE (with TANDEM) 2025.08		87.7
ODE-RNN 2025.08		87.4
ODE-RNN 2024.02		87.4
Neural SDE (with TANDEM) 2025.08		87.3
GRU-D 2025.08		87.1
GRU-D 2024.02		87.1
GRU-ODE 2025.08		85.2
GRU-ODE 2024.02		85.2
GRU-D 2025.08		85
GRU-D 2024.02		85
GRU-Δ 2025.08		84
GRU-∆t 2024.02		84
EXIT 2025.08		83.6
ODE-RNN 2025.08		83.3
ODE-RNN 2024.02		83.3
ANCDE 2025.08		82.3
ANCDE 2024.02		82.3
ACE-NODE 2025.08		80.4
ACE-NODE 2024.02		80.4
Neural SDE 2024.02		79.9
Neural SDE 2024.02		79.6
Latent-ODE 2025.08		78.7
Latent-ODE 2024.02		78.7
Neural CDE 2025.08		77.6
Neural CDE 2024.02		77.6
GRU-ODE 2025.08		77.1
GRU-ODE 2024.02		77.1
ACE-NODE 2025.08		51.4
ACE-NODE 2024.02		51.4
Latent-ODE 2025.08		49.5
Latent-ODE 2024.02		49.5