docling-project/MarkushGrapher-Datasets
收藏Hugging Face2025-06-05 更新2026-01-03 收录
下载链接：
https://hf-mirror.com/datasets/docling-project/MarkushGrapher-Datasets
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资源简介：
---
license: cc-by-4.0
configs:
- config_name: m2s
data_files:
- split: test
path: "m2s/test/*.arrow"
- config_name: uspto-markush
data_files:
- split: test
path: "uspto-markush/test/*.arrow"
- config_name: markushgrapher-synthetic
data_files:
- split: test
path: "markushgrapher-synthetic/test/*.arrow"
- config_name: markushgrapher-synthetic-training
data_files:
- split: train
path: "markushgrapher-synthetic-training/train/*.arrow"
- split: test
path: "markushgrapher-synthetic-training/test/*.arrow"
---
<div align="center">
<img src="https://cdn-uploads.huggingface.co/production/uploads/64d38f55f8082bf19b7339e0/V43x-_idEdiCQIfbm0eVM.jpeg" alt="Description" width="800">
</div>
This repository contains datasets introduced in [MarkushGrapher: Joint Visual and Textual Recognition of Markush Structures](https://github.com/DS4SD/MarkushGrapher).
Training:
- **MarkushGrapher-Synthetic-Training**: This set contains synthetic Markush structures used for training MarkushGrapher. Samples are synthetically generated using the following steps: (1) SMILES to CXSMILES conversion using RDKit; (2) CXSMILES rendering using CDK; (3) text description generation using templates; and (4) text description augmentation with LLM.
Benchmarks:
- **M2S**: This set contains 103 real Markush structures from patent documents. Samples are crops of both Markush structure backbone images and their textual descriptions. They are extracted from documents published in USPTO, EPO and WIPO.
- **USPTO-Markush**: This set contains 75 real Markush structure backbone images from patent documents. They are extracted from documents published in USPTO.
- **MarkushGrapher-Synthetic**: This set contains 1000 synthetic Markush structures. Its images are sampled such that overall, each Markush features (R-groups, ’m’ and ’Sg’ sections) is represented evenly.
An example of how to read the dataset is provided in [dataset_explorer.ipynb](https://huggingface.co/datasets/ds4sd/MarkushGrapher-Datasets/blob/main/dataset_explorer.ipynb).
提供机构：
docling-project
