README.md

metadata

annotations_creators:
  - expert-generated
  - machine-generated
language:
  - en
license:
  - other
multilinguality:
  - monolingual
size_categories:
  - 1K<n<10K
task_categories:
  - image-to-text
  - visual-question-answering
task_ids:
  - visual-question-answering

RobustRDP-RawValData

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

Dataset Structure

raw_val_data/
├── RobustRDP_test.zip          # RobustRDP evaluation set (images + labels)
│   ├── images_eval/            # 500 evaluation images
│   └── labels_eval/            # 500 label JSON files
└── RxnScribe_test.zip          # RxnScribe evaluation set (images + dev.json)
    ├── dev.json                # 138 evaluation entries
    └── images_eval/            # 1,379 evaluation images

Data Details

Split	Entries	Images	Description
RobustRDP_test	500	500	Evaluation set annotated via RxnLabel platform
RxnScribe_test	138	1,379	Evaluation set from the RxnScribe dataset

Data Format

RobustRDP_test

Contains both images and labels in conversational format:

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

RxnScribe_test

Contains evaluation images from chemistry literature publications.

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

• RobustRDP_test: Manually annotated using RxnLabel, a web-based reaction diagram annotation platform.
• RxnScribe_test: Sourced from the RxnScribe dataset of reaction diagrams from chemistry publications.

Related Resources

• Model: RobustRDP
• Processed Data: RobustRDP-ProcessedValData
• Code: RobustRDP GitHub
• Annotation Platform: RxnLabel