| --- |
| 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: |
|
|
| ```json |
| { |
| "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](https://huggingface.co/datasets/Jingcz/RxnLabelData), downsampled and processed for model evaluation on reaction diagram parsing tasks. |
|
|
| ## Related Resources |
|
|
| - **Model**: [RobustRDP](https://huggingface.co/Jingcz/RobustRDP) |
| - **Raw Data**: [RobustRDP-RawValData](https://huggingface.co/datasets/Jingcz/RobustRDP-RawValData) |
| - **Code**: [RobustRDP GitHub](https://github.com/jaydetang/RobustRDP) |
| - **Annotation Platform**: [RxnLabel](https://github.com/jaydetang/RxnLabel) |
|
|
