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Counterfactual Outcome Prediction on MIMIC-III semi-synthetic (N=1000) (test)

0.3RMSE

IGC-Net

Updated 5mo ago

Evaluation Results

Method	Links
IGC-Net 2024.05		0.3
CT 2024.05		0.33
IGC-Net 2024.05		0.36
CRN 2024.05		0.42
CT 2024.05		0.44
IGC-Net 2024.05		0.44
IGC-Net 2024.05		0.47
CT 2024.05		0.53
IGC-Net 2024.05		0.54
G-transformer 2024.05		0.55
G-Net 2024.05		0.56
CT 2024.05		0.57
RMSNs 2024.05		0.57
CRN 2024.05		0.58
CT 2024.05		0.6
G-transformer 2024.05		0.7
RMSNs 2024.05		0.73
G-Net 2024.05		0.73
CRN 2024.05		0.74
TE-CDE 2024.05		0.76
G-transformer 2024.05		0.81
CRN 2024.05		0.84
G-Net 2024.05		0.86
RMSNs 2024.05		0.87
G-transformer 2024.05		0.89
TE-CDE 2024.05		0.91
RMSNs 2024.05		0.94
CRN 2024.05		0.95
G-Net 2024.05		0.95
G-transformer 2024.05		0.97
RMSNs 2024.05		1.02
G-Net 2024.05		1.03
TE-CDE 2024.05		1.07
TE-CDE 2024.05		1.15
TE-CDE 2024.05		1.24