Add dataset card, link to paper, and task category
#2
by
nielsr
HF Staff
- opened
README.md
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---
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license: apache-2.0
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---
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license: apache-2.0
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task_categories:
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- image-to-text
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tags:
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- diagram-generation
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- sketch
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- benchmark
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---
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# Sketch2Diagram Benchmark
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This repository contains the Sketch2Diagram Benchmark dataset, presented in the paper [SketchAgent: Generating Structured Diagrams from Hand-Drawn Sketches](https://huggingface.co/papers/2508.01237).
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The Sketch2Diagram Benchmark is a comprehensive dataset and evaluation framework designed to automate the transformation of hand-drawn sketches into structured, machine-readable diagrams. It addresses the ambiguity of freehand sketches by providing a resource for developing agents that integrate sketch recognition, symbolic reasoning, and iterative validation.
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The dataset comprises over 6,000 high-quality examples with token-level annotations, standardized preprocessing, and rigorous quality control across eight diverse diagram categories, including:
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* Flowcharts
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* Directed graphs
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* Model architectures
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This benchmark aims to bridge the gap between intuitive sketching and machine-readable diagram generation, with potential applications in design, education, and engineering.
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