Interpolation on PhysioNet Mortality 2012 (test)

3.111Mean Squared Error (MSE)Neural LSDE

Evaluation Results

Method	Links
Neural LSDE2024.02		3.111
DualDynamics2024.01		3.114
Neural GSDE2024.02		3.118
Neural LNSDE2024.02		3.154
DualDynamics2024.01		3.224
Neural LSDE2024.02		3.262
Neural LNSDE2024.02		3.269
Neural GSDE2024.02		3.287
Neural LNSDE2024.02		3.405
Neural LSDE2024.02		3.457
DualDynamics2024.01		3.463
Neural GSDE2024.02		3.493
Neural LSDE2024.02		3.584
Neural LNSDE2024.02		3.617
DualDynamics2024.01		3.631
DualDynamics2024.01		3.659
Neural GSDE2024.02		3.667
Neural LSDE2024.02		3.799
Neural LNSDE2024.02		3.808
Neural GSDE2024.02		3.824
mTAND-Full2024.01		4.018
mTAND-Full2024.02		4.018
mTAND-Full2024.01		4.139
mTAND-Full2024.02		4.139
mTAND-Full2024.01		4.157
mTAND-Full2024.02		4.157
mTAND-Full2024.01		4.41
mTAND-Full2024.02		4.41
mTAND-Full2024.01		4.798
mTAND-Full2024.02		4.798
L-ODE-ODE2024.01		6.721
L-ODE-ODE2024.02		6.721
L-ODE-ODE2024.01		6.798
L-ODE-ODE2024.02		6.798
L-ODE-ODE2024.01		6.816
L-ODE-ODE2024.02		6.816
L-ODE-ODE2024.01		6.85
L-ODE-ODE2024.02		6.85
L-ODE-ODE2024.01		7.142
L-ODE-ODE2024.02		7.142
L-ODE-RNN2024.01		8.132
L-ODE-RNN2024.02		8.132
L-ODE-RNN2024.01		8.14
L-ODE-RNN2024.02		8.14
L-ODE-RNN2024.01		8.143
L-ODE-RNN2024.02		8.143
L-ODE-RNN2024.01		8.171
L-ODE-RNN2024.02		8.171
Neural SDE2024.02		8.252
Neural SDE2024.02		8.318
L-ODE-RNN2024.01		8.402
L-ODE-RNN2024.02		8.402
LatentSDE2024.02		8.435
Neural SDE2024.02		8.54
Neural SDE2024.02		8.591
Neural SDE2024.02		8.592
LatentSDE2024.02		8.686
LatentSDE2024.02		8.716
LatentSDE2024.02		8.862
LatentSDE2024.02		8.864
RNN-VAE2024.01		11.133
RNN-VAE2024.02		11.133
RNN-VAE2024.01		11.47
RNN-VAE2024.02		11.47
RNN-VAE2024.01		11.887
RNN-VAE2024.02		11.887
RNN-VAE2024.01		12.594
RNN-VAE2024.02		12.594
RNN-VAE2024.01		13.418
RNN-VAE2024.02		13.418