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Papers Benchmarks Datasets Tasks

Counterfactual Time Series Forecasting research benchmarks · SOTA2 Research

Counterfactual Time Series Forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

24.43DTTC-I

9

May 15, 2026

Exchange (test)

15.29DTTC-I

9

May 15, 2026

6.36DTTC-I

9

May 15, 2026

7.93DTTC-I

9

May 15, 2026

FC-Layer NLNA (test)

0.18RMSE

1

Mar 4, 2026

FC-Layer Additive (test)

0.16RMSE

1

Mar 4, 2026

Diamond NLNA (test)

0.19RMSE

1

Mar 4, 2026

Diamond Additive (test)

0.12RMSE

1

Mar 4, 2026

Tree NLNA (test)

0.14RMSE

1

Mar 4, 2026

Tree Additive (test)

0.11RMSE

1

Mar 4, 2026

Popular datasets

Tree FC-Layer Diamond Weather ETTm1

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