Datasets:
Modalities:
Image
Formats:
imagefolder
Sub-tasks:
visual-question-answering
Languages:
English
Size:
1K - 10K
License:
Upload README.md with huggingface_hub
Browse files
README.md
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---
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annotations_creators:
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- expert-generated
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- machine-generated
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language:
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- en
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license:
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- other
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multilinguality:
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- monolingual
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size_categories:
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- 1K<n<10K
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task_categories:
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- image-to-text
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- visual-question-answering
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task_ids:
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- visual-question-answering
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---
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# RobustRDP-RawValData
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Raw validation/evaluation data for the paper: *RobustRDP: Advancing Reaction Diagram Parsing via Synthetic-to-Real Data Scaling and Robustness-Oriented Training*.
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## Dataset Structure
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```
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raw_val_data/
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├── RobustRDP_test.zip # RobustRDP evaluation set (images + labels)
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│ ├── images_eval/ # 500 evaluation images
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│ └── labels_eval/ # 500 label JSON files
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└── RxnScribe_test.zip # RxnScribe evaluation set (images only)
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└── images_eval/ # 1,379 evaluation images
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```
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## Data Details
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| Split | Images | Labels | Description |
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|-------|--------|--------|-------------|
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| **RobustRDP_test** | 500 | 500 | Evaluation set annotated via RxnLabel platform |
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| **RxnScribe_test** | 1,379 | - | Evaluation set from the RxnScribe dataset (images only) |
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## Data Format
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### RobustRDP_test
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Contains both images and labels in conversational format:
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```json
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{
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"messages": [
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{"content": "<image>\n...", "role": "user"},
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{"content": "<rxn><rct>...<mol><cnd>...<txt><prd>...<mol>", "role": "assistant"}
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],
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"images": ["path/to/image.png"]
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}
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```
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### RxnScribe_test
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Contains evaluation images from chemistry literature publications.
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Annotations use special tokens:
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- `<rxn>`: Start of a reaction
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- `<rct>`: Reactants section
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- `<cnd>`: Conditions section
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- `<prd>`: Products section
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- `<mol>`: Molecule entity
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- `<txt>`: Text entity
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## Data Generation
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- **RobustRDP_test**: Manually annotated using [RxnLabel](https://github.com/jaydetang/RxnLabel), a web-based reaction diagram annotation platform.
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- **RxnScribe_test**: Sourced from the [RxnScribe](https://github.com/thomas0809/RxnScribe) dataset of reaction diagrams from chemistry publications.
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## Related Resources
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- **Model**: [RobustRDP](https://huggingface.co/Jingcz/RobustRDP)
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- **Training Data**: [RobustRDP-RawTrainData](https://huggingface.co/datasets/Jingcz/RobustRDP-RawTrainData)
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- **Processed Data**: [RobustRDP-ProcessedValData](https://huggingface.co/datasets/Jingcz/RobustRDP-ProcessedValData)
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- **Code**: [RobustRDP GitHub](https://github.com/jaydetang/RobustRDP)
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- **Annotation Platform**: [RxnLabel](https://github.com/jaydetang/RxnLabel)
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