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Counterfactual Outcome Prediction on MIMIC-III semi-synthetic (N=3000) (test)

0.24RMSE

IGC-Net

Updated 5mo ago

Evaluation Results

Method	Links
IGC-Net 2024.05		0.24
IGC-Net 2024.05		0.31
CT 2024.05		0.32
IGC-Net 2024.05		0.36
CRN 2024.05		0.37
CT 2024.05		0.4
IGC-Net 2024.05		0.42
CRN 2024.05		0.46
IGC-Net 2024.05		0.48
CT 2024.05		0.49
G-transformer 2024.05		0.49
G-Net 2024.05		0.54
CT 2024.05		0.55
CRN 2024.05		0.56
CT 2024.05		0.61
G-transformer 2024.05		0.62
CRN 2024.05		0.65
RMSNs 2024.05		0.66
TE-CDE 2024.05		0.71
G-Net 2024.05		0.72
G-transformer 2024.05		0.73
CRN 2024.05		0.75
RMSNs 2024.05		0.76
TE-CDE 2024.05		0.78
G-transformer 2024.05		0.8
RMSNs 2024.05		0.86
G-transformer 2024.05		0.87
TE-CDE 2024.05		0.88
G-Net 2024.05		0.88
RMSNs 2024.05		0.93
TE-CDE 2024.05		0.94
RMSNs 2024.05		1
G-Net 2024.05		1
TE-CDE 2024.05		1.02
G-Net 2024.05		1.11