Datasets:

Jingcz
/

RobustRDP-ProcessedValData

annotations_creators:
  - machine-generated
language:
  - en
license:
  - other
multilinguality:
  - monolingual
size_categories:
  - 10K<n<100K
task_categories:
  - image-to-text
  - visual-question-answering
task_ids:
  - visual-question-answering

RobustRDP-ProcessedValData

Processed validation/evaluation data for the paper: RobustRDP: Advancing Reaction Diagram Parsing via Synthetic-to-Real Data Scaling and Robustness-Oriented Training.

Dataset Structure

RobustRDP_test/
├── dev_downsampled_rxn.json         # Validation entries
└── images_eval_resized.zip          # Zipped evaluation images (500 images)

RxnScribe_test/
├── dev_downsampled_rxn.json         # Validation entries
└── images_eval_resized.zip          # Zipped evaluation images (1,379 images)

Data Details

Split	Entries	Images	Description
RobustRDP_test	500	500	RobustRDP evaluation set covering multiple reaction diagram parsing variants
RxnScribe_test	138	1,379	RxnScribe evaluation set for reaction diagram parsing benchmark

Data Format

Each entry follows the conversational format:

{
    "messages": [
        {"content": "<image>\n...", "role": "user"},
        {"content": "<rxn><rct>...<mol><cnd>...<txt><prd>...<mol>", "role": "assistant"}
    ],
    "images": ["path/to/image.png"]
}

Annotations use special tokens:

<rxn>: Start of a reaction
<rct>: Reactants section
<cnd>: Conditions section
<prd>: Products section
<mol>: Molecule entity
<txt>: Text entity

Data Generation

Evaluation data built from RxnLabelData, downsampled and processed for model evaluation on reaction diagram parsing tasks.

Related Resources

Model: RobustRDP
Raw Data: RobustRDP-RawValData
Code: RobustRDP GitHub
Annotation Platform: RxnLabel