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

Counterfactual dataset and benchmarks · SOTA2 Research

Research Datasets

Counterfactual

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Knowledge cutoff success

Counterfactual

71.2Hard Unlearn Success Rate

21

Compositional Out-of-Distribution Detection

Counterfactual dataset

0.942AUC

17

Counterfactual error detection

Counterfactual dataset

24Finding Detection Rate

5

Stereotyping Evaluation

Counterfactual Open-Ended (OCF)

2.5Stereotype Fraction

5

Popular tasks

Compositional Out-of-Distribution Detection Stereotyping Evaluation Knowledge cutoff success Counterfactual error detection

Follow for updates

Join SOTA2 Contact