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Fusion 360 Gallery

Introduced by Karl D. D. Willis et al. in Fusion 360 Gallery: A Dataset and Environment for Programmatic CAD Construction from Human Design Sequences archive 2025-07-28

The Fusion 360 Gallery Dataset contains rich 2D and 3D geometry data derived from parametric CAD models. The dataset is produced from designs submitted by users of the CAD package Autodesk Fusion 360 to the Autodesk Online Gallery. The dataset provides valuable data for learning how people design, including sequential CAD design data, designs segmented by modelling operation, and design hierarchy and connectivity data.

Source: https://github.com/AutodeskAILab/Fusion360GalleryDataset Image Source: https://github.com/AutodeskAILab/Fusion360GalleryDataset

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
CAD Reconstruction Fusion 360 Gallery cadrille IoU 85.0 cadrille: Multi-modal CAD Reconstruction with Online... col14m/cadrille 11 Compare

Papers archive 2025-07-28

11 shown of 11 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 22. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
cadrille: Multi-modal CAD Reconstruction with Online Reinforcement Learning 1 1 28 May 2025 ran 2 of 3 samples (1 unverified)
CAD-Recode: Reverse Engineering CAD Code from Point Clouds 1 1 18 Dec 2024 not harvested
TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds 0 1 17 Jul 2024 not harvested
CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention 0 1 27 Feb 2024 not harvested
Draw Step by Step: Reconstructing CAD Construction Sequences from Point Clouds via Multimodal Diffusion. 0 1 1 Jan 2024 not harvested
Hierarchical Neural Coding for Controllable CAD Model Generation 1 1 30 Jun 2023 ran 0 of 1 samples (1 unverified; 1 pointer-only for licence)
SECAD-Net: Self-Supervised CAD Reconstruction by Learning Sketch-Extrude Operations 1 1 19 Mar 2023 ran 5 of 8 samples (3 unverified)
ExtrudeNet: Unsupervised Inverse Sketch-and-Extrude for Shape Parsing 1 1 30 Sep 2022 ran 2 of 3 samples (1 unverified)
Reconstructing editable prismatic CAD from rounded voxel models 0 1 2 Sep 2022 not harvested
Point2Cyl: Reverse Engineering 3D Objects from Point Clouds to Extrusion Cylinders 0 1 17 Dec 2021 not harvested
DeepCAD: A Deep Generative Network for Computer-Aided Design Models 1 1 20 May 2021 ran 0 of 7 samples (7 unverified)

Dataset loaders archive 2025-07-28

AutodeskAILab/Fusion360GalleryDataset
AutodeskAILab/BRepNetAutodeskAILab/BRepNetpytorch

2 loaders as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

CAD ReconstructionB-Rep face segmentation

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

3D

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • Fusion 360 Gallery

1 variant name, as the archive lists them.

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