{"url":"/dataset/sketchgraphs","name":"SketchGraphs","full_name":null,"description_markdown":"**SketchGraphs** is a dataset of 15 million sketches extracted from real-world CAD models intended to facilitate research in both ML-aided design and geometric program induction.\nEach sketch is represented as a geometric constraint graph where edges denote designer-imposed geometric relationships between primitives, the nodes of the graph.\n\nSource: [https://github.com/PrincetonLIPS/SketchGraphs](https://github.com/PrincetonLIPS/SketchGraphs)\nImage Source: [https://github.com/PrincetonLIPS/SketchGraphs](https://github.com/PrincetonLIPS/SketchGraphs)","description_withheld":null,"homepage":"https://github.com/PrincetonLIPS/SketchGraphs","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/sketchgraphs-a-large-scale-dataset-for","title":"SketchGraphs: A Large-Scale Dataset for Modeling Relational Geometry in Computer-Aided Design","first_author":"Ari Seff","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Graphs","url":"/datasets/modality/graphs"}],"tasks":[{"name":"Program Synthesis","url":"/task/program-synthesis","datasets_with_task":"/datasets/task/program-synthesis"}],"languages":[],"variants":["SketchGraphs"],"data_loaders":[{"repo":"https://github.com/PrincetonLIPS/SketchGraphs","url":"https://github.com/PrincetonLIPS/SketchGraphs","frameworks":["pytorch"]}],"num_papers_in_archive":16,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}