Benchmarks
Benchmark datasets for real world problems and tasks
We think it will further benefit the community to maintain a list of (real or pseudo-real) benchmark datasets. Below is a list of benchmarks for which we either have reported 芒聙聹true芒聙聺 model or believe certain causal relations should exist or shouldn芒聙聶t exist in light of background knowledge or common sense. Please contact us and suggest more if you know any. We will update the reference to the ground-truth and usage instructions soon.
- : interventional data. Data available in the supplementary material.
- : click here for a preprocessed format.
- Dropouts data: correlation matrix in Fig.3.
- : with latent personality variables.
- Teacher Burnout data: check Fig.6.2 in for the hypothesized causal graph. Also check our papers and for results of learning latent variables on the dataset.
- : a repository maintained by Joseph Ramsey.