Update README.md

README.md

@@ -43,13 +43,8 @@ The dataset primarily contains text in **English**.
 
 ### Data Fields
 Each record in the dataset contains:
-- **PMC_ID**: Unique identifier from PubMed Central.
-- **Image**: Filename of the extracted image.
-- **Sub-caption**: Caption corresponding to a sub-part of a compound figure (if applicable).
+- **Image**: Filename of each extracted and decomposed image.
 - **Full caption**: Original figure caption from the research paper.
-- **In-text references summary**: Summarized reference to the image from the body text of the paper.
-- **In-text references**: The full in-text reference associated with the image.
-- **Modality**: Image modality classification.
 ### Data Splits
 The dataset does not contain predefined splits. Users can split the data as needed for training, validation, and testing.
 ## Dataset Creation