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Papers Benchmarks Datasets Tasks

Counterfactual Estimation research benchmarks · SOTA2 Research

Counterfactual Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MorphoMNIST (test)

Nonbacktracking

0t's MAE

10

Feb 26, 2026

Synthetic Data binary horizon 10

0.66Linear RMSE

4

Feb 26, 2026

Synthetic Data binary horizon 5

0.599Linear RMSE

4

Feb 26, 2026

Synthetic Data binary horizon 1

0.655Linear RMSE

4

Feb 26, 2026

Synthetic data continuous 10-step prediction horizon

—

—Primary metric

0

Feb 26, 2026

Synthetic data (continuous) 5-step prediction horizon

—

—Primary metric

0

Feb 26, 2026

Synthetic data continuous 1-step prediction horizon

—

—Primary metric

0

Feb 26, 2026

Popular datasets

Synthetic Data MorphoMNIST

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