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Counterfactual Outcome Prediction on MIMIC-III (test)
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6.69
RMSE (tau=1)
CAETC-TCN
6.666
6.828
6.99
7.152
Mar 12, 2026
RMSE (tau=1)
RMSE (tau=2)
RMSE (tau=3)
RMSE (tau=4)
RMSE (tau=5)
Average RMSE
Updated 4mo ago
Evaluation Results
Method
Method
Links
RMSE (tau=1)
RMSE (tau=2)
RMSE (tau=3)
RMSE (tau=4)
RMSE (tau=5)
Average RMSE
CAETC-TCN
Backbone architecture=TCN
2026.03
6.69
7.24
7.53
7.72
7.88
7.41
CT
2026.03
6.7
7.37
7.71
7.93
8.1
7.56
CAETC-LSTM
Backbone architecture=...
2026.03
6.72
7.27
7.56
7.76
7.91
7.45
LSTM
2026.03
6.8
7.32
7.61
7.82
7.99
7.51
CRN
2026.03
6.81
7.35
7.64
7.86
8.04
7.54
RMSN
2026.03
7.29
7.8
8.1
8.33
8.54
8.01
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