Vector Graphics

Benchmarks archive 2025-07-28

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Libraries

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Datasets archive 2025-07-28

2 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

30 shown of 37 papers with code (88 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• SVGDreamer: Text Guided SVG Generation with Diffusion Model
  27 Dec 2023 4 repositories listed Syntology ran 7 of 12 samples · 5 unverified
  However, existing text-to-SVG generation methods lack editability and struggle with visual quality and result diversity.
• SVGDreamer++: Advancing Editability and Diversity in Text-Guided SVG Generation
  26 Nov 2024 2 repositories listed
  To enhance the editability of output SVGs, we introduce a Hierarchical Image VEctorization (HIVE) framework that operates at the semantic object level and supervises the optimization of components within the vector…
• Automating Style Analysis and Visualization With Explainable AI -- Case Studies on Brand Recognition
  5 Jun 2023 2 repositories listed
  In the first case study, BIGNet not only classifies phone brands but also captures brand-related features across multiple scales, such as the location of the lens, the height-width ratio, and the screen-frame gap, as…
• Recognizing Vector Graphics without Rasterization
  5 Nov 2021 2 repositories listed Syntology ran 1 of 4 samples · 3 unverified · 3 pointer-only (licence)
  In this paper, we consider a different data format for images: vector graphics.
• DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation
  22 Jul 2020 2 repositories listed Syntology ran 5 of 25 samples · 20 unverified
  Scalable Vector Graphics (SVG) are ubiquitous in modern 2D interfaces due to their ability to scale to different resolutions.
• A Learned Representation for Scalable Vector Graphics
  4 Apr 2019 2 repositories listed Syntology ran 0 of 14 samples · 14 unverified
  Dramatic advances in generative models have resulted in near photographic quality for artificially rendered faces, animals and other objects in the natural world.
• FloorNet: A Unified Framework for Floorplan Reconstruction from 3D Scans
  31 Mar 2018 2 repositories listed Syntology ran 0 of 17 samples · 17 unverified
  The ultimate goal of this indoor mapping research is to automatically reconstruct a floorplan simply by walking through a house with a smartphone in a pocket.
• Empowering Vector Graphics with Consistently Arbitrary Viewing and View-dependent Visibility
  27 May 2025 1 repository listed
  This work presents a novel text-to-vector graphics generation approach, Dream3DVG, allowing for arbitrary viewpoint viewing, progressive detail optimization, and view-dependent occlusion awareness.
• NeuralSVG: An Implicit Representation for Text-to-Vector Generation
  7 Jan 2025 1 repository listed Syntology ran 0 of 5 samples · 5 unverified
  We additionally demonstrate that utilizing a neural representation provides an added benefit of inference-time control, enabling users to dynamically adapt the generated SVG based on user-provided inputs, all with a…
• Segmentation-guided Layer-wise Image Vectorization with Gradient Fills
  28 Aug 2024 1 repository listed Syntology ran 2 of 2 samples · 0 unverified
  The widespread use of vector graphics creates a significant demand for vectorization methods.
• VGBench: Evaluating Large Language Models on Vector Graphics Understanding and Generation
  15 Jul 2024 1 repository listed Syntology ran 3 of 6 samples · 3 unverified
  In the realm of vision models, the primary mode of representation is using pixels to rasterize the visual world.
• SuperSVG: Superpixel-based Scalable Vector Graphics Synthesis
  14 Jun 2024 1 repository listed
  Then, we propose a two-stage self-training framework, where a coarse-stage model is employed to reconstruct the main structure and a refinement-stage model is used for enriching the details.
• ChartFormer: A Large Vision Language Model for Converting Chart Images into Tactile Accessible SVGs
  29 May 2024 1 repository listed
  Visualizations, such as charts, are crucial for interpreting complex data.
• SVGEditBench: A Benchmark Dataset for Quantitative Assessment of LLM's SVG Editing Capabilities
  21 Apr 2024 1 repository listed Syntology ran 1 of 1 samples · 0 unverified
  SVGEditBench is a benchmark for assessing the LLMs' ability to edit SVG code.
• Visually Descriptive Language Model for Vector Graphics Reasoning
  9 Apr 2024 1 repository listed
  Without human-annotated data, empirical results show that VDLM significantly improves state-of-the-art LMMs like GPT-4o on various multimodal perception and reasoning tasks.
• SVGCraft: Beyond Single Object Text-to-SVG Synthesis with Comprehensive Canvas Layout
  30 Mar 2024 1 repository listed Syntology ran 6 of 8 samples · 2 unverified · 8 pointer-only (licence)
  In response, this work introduces SVGCraft, a novel end-to-end framework for the creation of vector graphics depicting entire scenes from textual descriptions.
• BIKED++: A Multimodal Dataset of 1.4 Million Bicycle Image and Parametric CAD Designs
  7 Feb 2024 1 repository listed
  The dataset is created through the use of a rendering engine which harnesses the BikeCAD software to generate vector graphics from parametric designs.
• Symbol as Points: Panoptic Symbol Spotting via Point-based Representation
  19 Jan 2024 1 repository listed Syntology ran 3 of 5 samples · 2 unverified · 5 pointer-only (licence)
  Finally, we propose a KNN interpolation mechanism for the mask attention module of the spotting head to better handle primitive mask downsampling, which is primitive-level in contrast to pixel-level for the image.
• StarVector: Generating Scalable Vector Graphics Code from Images and Text
  17 Dec 2023 1 repository listed
  It performs image vectorization by understanding image semantics and using SVG primitives for compact, precise outputs.
• AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ
  30 Sep 2023 1 repository listed Syntology ran 1 of 2 samples · 1 unverified
  To address this, we propose the use of TikZ, a well-known abstract graphics language that can be compiled to vector graphics, as an intermediate representation of scientific figures.
• Image Vectorization: a Review
  10 Jun 2023 1 repository listed
  Vectorization is the process of converting a raster image into a similar vector image using primitive shapes.
• DeepVecFont-v2: Exploiting Transformers to Synthesize Vector Fonts with Higher Quality
  25 Mar 2023 1 repository listed
  First, we adopt Transformers instead of RNNs to process sequential data and design a relaxation representation for vector outlines, markedly improving the model's capability and stability of synthesizing long and…
• Neural Style Transfer for Vector Graphics
  6 Mar 2023 1 repository listed
  We also develop a new method based on differentiable rasterization that uses these loss functions and can change the color and shape parameters of the content image corresponding to the drawing of the style image.
• VectorFloorSeg: Two-Stream Graph Attention Network for Vectorized Roughcast Floorplan Segmentation
  1 Jan 2023 1 repository listed
  To overcome these issues, we propose to fully utilize the regular elements in vector floorplans for more integral segmentation.
• Stroke-based Rendering: From Heuristics to Deep Learning
  30 Dec 2022 1 repository listed
  In the last few years, artistic image-making with deep learning models has gained a considerable amount of traction.
• CLIPVG: Text-Guided Image Manipulation Using Differentiable Vector Graphics
  5 Dec 2022 1 repository listed
  Considerable progress has recently been made in leveraging CLIP (Contrastive Language-Image Pre-Training) models for text-guided image manipulation.
• HouseDiffusion: Vector Floorplan Generation via a Diffusion Model with Discrete and Continuous Denoising
  23 Nov 2022 1 repository listed Syntology ran 2 of 2 samples · 0 unverified · 2 pointer-only (licence)
  The paper presents a novel approach for vector-floorplan generation via a diffusion model, which denoises 2D coordinates of room/door corners with two inference objectives: 1) a single-step noise as the continuous…
• Conditional Vector Graphics Generation for Music Cover Images
  15 May 2022 1 repository listed
  As almost all the existing image synthesis algorithms consider an image as a pixel matrix, the high-resolution image synthesis is complicated.
• GAT-CADNet: Graph Attention Network for Panoptic Symbol Spotting in CAD Drawings
  3 Jan 2022 1 repository listed Syntology ran 4 of 4 samples · 0 unverified · 4 pointer-only (licence)
  Spotting graphical symbols from the computer-aided design (CAD) drawings is essential to many industrial applications.
• ReGroup: Recursive Neural Networks for Hierarchical Grouping of Vector Graphic Primitives
  23 Nov 2021 1 repository listed
  Selection functionality is as fundamental to vector graphics as it is for raster data.

Syntology lines on 14 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.