54 lines
1.4 KiB
Markdown
54 lines
1.4 KiB
Markdown
---
|
|
license: cc-by-nc-4.0
|
|
language:
|
|
- en
|
|
library_name: transformers
|
|
pipeline_tag: image-text-to-text
|
|
tags:
|
|
- chemistry
|
|
- reaction-diagram-parsing
|
|
- vision-language-model
|
|
- rxnid
|
|
- idtvp
|
|
---
|
|
|
|
# RxnID
|
|
|
|
RxnID is the model checkpoint for **Molecular Identifier Visual Prompt and Verifiable Reinforcement Learning for Chemical Reaction Diagram Parsing**.
|
|
|
|
- Project page: https://chuangwang123.github.io/RxnID/
|
|
- Paper: https://arxiv.org/abs/2603.15011
|
|
- Code: https://github.com/opendatalab/RxnID
|
|
- License: CC BY-NC 4.0
|
|
|
|
## Usage
|
|
|
|
This checkpoint is intended to be used with the RxnID codebase:
|
|
|
|
```bash
|
|
git clone https://github.com/opendatalab/RxnID
|
|
cd RxnID
|
|
pip install -r requirements.txt
|
|
|
|
bash scripts/run_inference.sh \
|
|
--image_dir /path/to/reaction_images \
|
|
--idt_file /path/to/image_idts.json \
|
|
--model songjhPKU/RxnID \
|
|
--output_dir outputs/inference
|
|
```
|
|
|
|
## Citation
|
|
|
|
```bibtex
|
|
@misc{song2026molecularidentifiervisualprompt,
|
|
title={Molecular Identifier Visual Prompt and Verifiable Reinforcement Learning for Chemical Reaction Diagram Parsing},
|
|
author={Jiahe Song and Chuang Wang and Yinfan Wang and Hao Zheng and Rui Nie and Bowen Jiang and Xingjian Wei and Junyuan Gao and Yubin Wang and Bin Wang and Lijun Wu and Jiang Wu and Qian Yu and Conghui He},
|
|
year={2026},
|
|
eprint={2603.15011},
|
|
archivePrefix={arXiv},
|
|
primaryClass={cs.CV},
|
|
url={https://arxiv.org/abs/2603.15011},
|
|
}
|
|
```
|
|
|