README.md

---
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:

```json
{
    "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](https://github.com/jaydetang/RxnLabel), a web-based reaction diagram annotation platform.
- **RxnScribe_test**: Sourced from the [RxnScribe](https://github.com/thomas0809/RxnScribe) dataset of reaction diagrams from chemistry publications.

## Related Resources

- **Model**: [RobustRDP](https://huggingface.co/Jingcz/RobustRDP)
- **Processed Data**: [RobustRDP-ProcessedValData](https://huggingface.co/datasets/Jingcz/RobustRDP-ProcessedValData)
- **Code**: [RobustRDP GitHub](https://github.com/jaydetang/RobustRDP)
- **Annotation Platform**: [RxnLabel](https://github.com/jaydetang/RxnLabel)