|
|
--- |
|
|
task_categories: |
|
|
- image-to-text |
|
|
language: |
|
|
- en |
|
|
tags: |
|
|
- cadreview, |
|
|
- vlm |
|
|
pretty_name: CADReview |
|
|
size_categories: |
|
|
- 10K<n<100K |
|
|
dataset_info: |
|
|
features: |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: error_code |
|
|
dtype: string |
|
|
- name: correct_code |
|
|
dtype: string |
|
|
- name: image |
|
|
dtype: image |
|
|
configs: |
|
|
- config_name: default |
|
|
data_files: |
|
|
- split: test |
|
|
path: test-* |
|
|
- split: train |
|
|
path: train-* |
|
|
--- |
|
|
# Dataset Card for CADReview |
|
|
Project Page: |
|
|
https://cgl-pro.github.io/cadreview/ |
|
|
|
|
|
## Dataset Description |
|
|
|
|
|
The CADReview dataset is introduced to support the CAD review task—automatically detecting and correcting errors in CAD programs based on reference images. This task is fundamentally challenging for current multimodal large language models (MLLMs) due to the intricate alignment required between code and 3D geometry. |
|
|
|
|
|
## Citation Information |
|
|
``` |
|
|
@article{chen2025cadreview, |
|
|
title={CADReview: Automatically Reviewing CAD Programs with Error Detection and Correction}, |
|
|
author={Chen, Jiali and Hei, Xusen and Liu, HongFei and Wei, Yuancheng and Deng, Zikun and Xie, Jiayuan and Cai, Yi and Qing, Li}, |
|
|
journal={arXiv preprint arXiv:2505.22304}, |
|
|
year={2025} |
|
|
} |
|
|
``` |
