Datasets:

RealCADBench
/

RealCADBench-V1.0

license: cc-by-4.0
pretty_name: RealCADBench-V1.0
configs:
  - config_name: all
    default: true
    data_files:
      - split: test
        path: preview/*/*.parquet
  - config_name: part_text
    data_files:
      - split: test
        path: preview/part_text/*.parquet
  - config_name: part_2d_drawing
    data_files:
      - split: test
        path: preview/part_2d_drawing/*.parquet
  - config_name: part_real_pic
    data_files:
      - split: test
        path: preview/part_real_pic/*.parquet
  - config_name: part_real_pic_aug
    data_files:
      - split: test
        path: preview/part_real_pic_aug/*.parquet
  - config_name: part_rendered_img
    data_files:
      - split: test
        path: preview/part_rendered_img/*.parquet
  - config_name: assm
    data_files:
      - split: test
        path: preview/assm_assm/*.parquet

RealCADBench-V1.0

RealCADBench-V1.0 contains design-intent inputs and ground-truth STL shapes for evaluating AI CAD models and agents on parts and assemblies.

The test split is an evaluation collection, not a newly created train/test partition. The default all configuration combines every sample. The six other configurations provide the individual subsets without duplicating the Parquet files.

Category	Subset	Samples
part	text	568
part	2d_drawing	236
part	real_pic	568
part	real_pic_aug	10792
part	rendered_img	373
assm	assm	167
Total		12704

Preview fields

Field	Meaning
category	`part` or `assm`
subset	`text`, `2d_drawing`, `real_pic`, `real_pic_aug`, `rendered_img`, or `assm`
input_text	Actual text input; empty string for image-only samples
input_images	Ordered list of input images embedded in Parquet
original_image	Original auxiliary image for text samples; null for other subsets
gt_shape	STL path relative to the repository root

original_image is auxiliary source material for the text subset, not an additional input to the text-only evaluation task. STL geometry is distributed as original files; the table displays the STL path.

Original files and mappings

part/input/<subset>/ and part/ground_truth/<subset>/ contain part data.
assm/input/ and assm/ground_truth/ contain assembly data.
part/meta_info.<subset>.json and assm/meta_info.json are the canonical mappings.
Paths in each original meta_info JSON are relative to that JSON’s directory. The preview gt_shape includes the part/ or assm/ prefix.
Multiple images within a sample must be kept together. Different samples may share one GT, especially in 2d_drawing and rendered_img.

The release contains only files referenced by these mappings. Transfer archives, temporary files and audit reports are not part of the dataset payload.

License

RealCADBench-V1.0 is licensed under the Creative Commons Attribution 4.0 International (CC BY 4.0) License.

You may share and adapt the dataset, including for commercial purposes, provided that you give appropriate credit, provide a link to the license, and indicate if changes were made. See the full license terms.

Remaining augmentation assets are stored under part/input/real_pic_aug_extra/package_XXX/ and part/ground_truth/real_pic_aug_extra/package_XXX/. The metadata and Parquet paths include this layout; previously published asset paths are retained.