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ResearchFormerly WizWand

Classification on PhysioNet

0.858AUC ScoremTAND-Full
0.501280.593890.68650.77911Jan 25, 2021Sep 8, 2021Apr 23, 2022Dec 6, 2022Jul 21, 2023Mar 4, 2024Oct 17, 2024
Updated 8mo ago

Evaluation results

MethodLinks
mTAND-Fulltime per epoch=0.22021.010.858
mTAND-Enctime per epoch=0.12021.010.854
Phased-LSTMtime per epoch=0.32021.010.836
ODE-RNNtime per epoch=16.52021.010.833
L-ODE-ODEtime per epoch=222021.010.829
IP-Netstime per epoch=1.32021.010.819
RNN GRU-Dtime per epoch=0.72021.010.818
GNeuralFlowArchitecture=GRU2024.100.812
GNeuralFlowArchitecture=Coupling2024.100.808
RNN Decaytime per epoch=0.72021.010.807
GNeuralFlowArchitecture=ResNet2024.100.8
SeFTtime per epoch=0.52021.010.795
Neural flowArchitecture=GRU2024.100.788
Neural flowArchitecture=Coupling2024.100.788
RNN-Delta-ttime per epoch=0.52021.010.787
Neural flowArchitecture=ResNet2024.100.784
CG-ODE2024.100.783
L-ODE-RNNtime per epoch=6.72021.010.781
ODE-RNN2024.100.781
RNN-Imputetime per epoch=0.52021.010.764
GDE2024.100.757
LG-ODE2024.100.748
RNN-VAEtime per epoch=22021.010.515