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Counterfactual Outcome Prediction on MIMIC-III semi-synthetic (N=2000) (test)

0.27RMSE

IGC-Net

Updated 5mo ago

Evaluation Results

Method	Links
IGC-Net 2024.05		0.27
CT 2024.05		0.31
IGC-Net 2024.05		0.32
IGC-Net 2024.05		0.38
CRN 2024.05		0.39
CT 2024.05		0.41
IGC-Net 2024.05		0.42
IGC-Net 2024.05		0.45
CT 2024.05		0.49
CRN 2024.05		0.5
G-transformer 2024.05		0.53
CT 2024.05		0.55
G-Net 2024.05		0.55
CRN 2024.05		0.58
CT 2024.05		0.6
RMSNs 2024.05		0.62
CRN 2024.05		0.64
G-transformer 2024.05		0.67
CRN 2024.05		0.7
RMSNs 2024.05		0.73
G-Net 2024.05		0.73
TE-CDE 2024.05		0.76
G-transformer 2024.05		0.78
RMSNs 2024.05		0.85
G-transformer 2024.05		0.86
TE-CDE 2024.05		0.87
G-Net 2024.05		0.87
G-transformer 2024.05		0.94
RMSNs 2024.05		0.96
TE-CDE 2024.05		0.98
G-Net 2024.05		1
RMSNs 2024.05		1.05
TE-CDE 2024.05		1.06
G-Net 2024.05		1.12
TE-CDE 2024.05		1.14