Counterfactual Prediction
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.538RMSEy
42
Apr 28, 2026
0.161PEHE
42
Apr 28, 2026
0ATE Error
42
Apr 28, 2026
0.003ATE Error
25
Apr 28, 2026
81CF-Acc
9
Mar 16, 2026
85CF-Acc
9
Mar 16, 2026
87.7Precision
8
Jun 11, 2026
8.34PEHE
6
Apr 28, 2026
3.44PEHE
6
Apr 28, 2026
1.18PEHE
6
Apr 28, 2026
0.222RMSEy
5
Apr 28, 2026
0.331RMSE (y)
5
Apr 28, 2026
0.354RMSEy
5
Apr 28, 2026
0.297RMSE (y)
5
Apr 28, 2026
0.229RMSEy
5
Apr 28, 2026
0.27RMSE (T=1)
5
Feb 26, 2026
99.8Empirical Coverage
3
May 8, 2026
0.124MSE
2
Jun 26, 2026
0.443MAE (do(n1) -> n2)
2
Feb 26, 2026
0.451MAE (do(n1), n2)
2
Feb 26, 2026
0.303MAE (do(n1) -> n2)
2
Feb 26, 2026
0.434MAE (do(n1) -> n2)
2
Feb 26, 2026
0.158MAE (do(n1) -> n2)
2
Feb 26, 2026
0.443MAE (do(n1) -> n2)
2
Feb 26, 2026
0.114MAE (do(n1) → n3)
2
Feb 26, 2026