Update README.md

README.md

@@ -80,37 +80,25 @@ dataset_info:
   dataset_size: 187509908.0
 ---
 
-# Dataset Card for Dataset Name
+# Dataset Card
 
-<!-- Provide a quick summary of the dataset. -->
-
-This dataset card aims to be a base template for new datasets. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/datasetcard_template.md?plain=1).
+Semi-synthetic dataset with multimodal confounding.
+The dataset is generated according to the description in [DoubleMLDeep: Estimation of Causal Effects with Multimodal Data](https://arxiv.org/abs/2402.01785).
 
 ## Dataset Details
 
 ### Dataset Description
 
-<!-- Provide a longer summary of what this dataset is. -->
-
-
-
-- **Curated by:** [More Information Needed]
-- **Funded by [optional]:** [More Information Needed]
-- **Shared by [optional]:** [More Information Needed]
-- **Language(s) (NLP):** [More Information Needed]
-- **License:** [More Information Needed]
+The dataset contains the following columns:
 
-### Dataset Sources [optional]
+### Dataset Sources
 
-<!-- Provide the basic links for the dataset. -->
+The dataset is based on the three
 
-- **Repository:** [More Information Needed]
-- **Paper [optional]:** [More Information Needed]
-- **Demo [optional]:** [More Information Needed]
 
 ## Uses
 
-<!-- Address questions around how the dataset is intended to be used. -->
+The dataset should as a benchmark to compare different causal inference methods for observational data under multimodal confounding.
 
 ### Direct Use