Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

FC-Layer dataset and benchmarks · SOTA2 Research

Research Datasets

FC-Layer

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Interventional Time Series Forecasting

FC-Layer NLNA (test)

0.36RMSE

7

Observational Time Series Forecasting

FC-Layer NLNA (test)

0.49RMSE

7

Interventional Time Series Forecasting

FC-Layer Additive (test)

0.41RMSE

7

Observational Time Series Forecasting

FC-Layer Additive (test)

0.38RMSE

7

Time series forecasting

FC-Layer causal structure

0.01MMD (Additive, Obs.)

7

Probabilistic Time-series Forecasting

FC-Layer Synthetic (test)

0.11CRPS (Additive, Obs.)

3

Counterfactual Time Series Forecasting

FC-Layer NLNA (test)

0.18RMSE

1

Counterfactual Time Series Forecasting

FC-Layer Additive (test)

0.16RMSE

1

Popular tasks

Observational Time Series Forecasting Interventional Time Series Forecasting Counterfactual Time Series Forecasting Time Series Forecasting Probabilistic time series forecasting

Follow for updates

Join SOTA2 Contact