ResearchBenchmarksCounterfactual Outcome Prediction on MIMIC-III (test)Counterfactual Outcome Prediction on MIMIC-III (test)Follow6.69RMSE (tau=1)CAETC-TCN6.6666.8286.997.152Mar 12, 2026Evaluation resultsMethodMethodLinksRMSE (tau=1)RMSE (tau=2)RMSE (tau=3)RMSE (tau=4)RMSE (tau=5)Average RMSECAETC-TCNBackbone architecture=TCNBackbone architecture=TCN2026.036.697.247.537.727.887.41CT2026.036.77.377.717.938.17.56CAETC-LSTMBackbone architecture=...Backbone architecture=LSTM2026.036.727.277.567.767.917.45LSTM2026.036.87.327.617.827.997.51CRN2026.036.817.357.647.868.047.54RMSN2026.037.297.88.18.338.548.01