Sign in to view source links and access this dataset
Description
Approximately 1 million 3D CAD models from the ABC Dataset are paired with a rendered preview image, a generated caption, and a text embedding. The dataset, created by daveferbear, is designed for large-scale retrieval, representation learning, and multimodal research. It was last updated on February 10, 2026.
Use Cases
Large-scale 3D model retrieval based on text or image queries.
Training multimodal representation learning models on CAD data.
Benchmarking cross-modal search algorithms for 3D geometry.
Strengths
Contains approximately 1 million 3D CAD models, providing a large-scale resource.
Pairs each model with three distinct data types: a preview image, a caption, and an embedding.
Limitations
The release contains preview images and embeddings only, not the original CAD geometry files.
Column-level documentation is absent; field semantics must be inferred after download.
Row count and file formats are unknown, which may limit suitability assessment.
Provenance
Source
ABC Dataset (Deep Geometry)
Collection Method
Likely derived from the ABC Dataset, with added renderings, captions, and embeddings.
Freshness
Last updated 2026-02-10 21:57:20.
License is unknown; users must verify terms of use before downloading.