InternSVG: Towards Unified SVG Tasks with Multimodal Large Language Models

                   

📊 SArena Benchmark

SArena Benchmark — A companion benchmark offering unified task definitions and standardized evaluation protocols, aligned with SAgoge’s domains and difficulty spectrum. It enables consistent comparison across SVG understanding, editing, and generation tasks under a single, multimodal framework.

SArena encompasses four data domains and multiple task types:

🧩 Data Domains: icon, illustration, chemistry, and animation.

🎯 Task Types

• Icon

  • Understanding: Multiple-choice question answering on SVG content and attributes.

  • Editing:

    • Simple Editing: color adjustment, stroke addition, translation, scaling, rotation, flipping, transparency modification, and cropping.

    • Complex Editing: semantic color editing and style transfer.

  • Generation: Text-to-SVG and Image-to-SVG synthesis tasks.

• Illustration — Text-to-SVG and Image-to-SVG generation, targeting compositional and stylistic fidelity in long-form vector drawings.

• Chemistry — Text-to-SVG and Image-to-SVG conversion, aligning structural depiction with chemical semantics.

• Animation — Text-to-SANI and Video-to-SANI tasks, generating frame-synchronized SVG animations.

💾 Data Format

All data samples are stored in standardized .jsonl format, each containing structured input–output pairs that follow the InternVL-style chat schema.

Download

You can use the huggingface_hub command to download directly:

hf download InternSVG/SArena SArena.zip --repo-type dataset --resume-download --local-dir PATH_TO_YOUR_DIR
unzip SArena.zip

After extraction, you will get:

SArena/
├── animation/
│   ├── overall/
│   ├── svg/
│   ├── video/
│   ├── text2sani.jsonl
│   └── video2sani.jsonl
│
├── chemistry/
│   ├── images/
│   ├── svg/
│   ├── img2svg.jsonl
│   └── text2svg.jsonl
│
├── illustration/
│   ├── images/
│   ├── svg/
│   ├── caption.jsonl
│   ├── img2svg.jsonl
│   └── text2svg.jsonl
│
├── Icon/
│   ├── edit/
│   │   └── data/
│   │       ├── color_complex.jsonl
│   │       ├── color_simple.jsonl
│   │       ├── crop.jsonl
│   │       ├── flip.jsonl
│   │       ├── opacity.jsonl
│   │       ├── outline.jsonl
│   │       ├── rotate.jsonl
│   │       ├── scale.jsonl
│   │       ├── styletransform_openmoji.jsonl
│   │       └── translate.jsonl
│   │
│   ├── generation/
│   │   ├── images/
│   │   ├── svg/
│   │   ├── caption.jsonl
│   │   ├── img2svg.jsonl
│   │   └── text2svg.jsonl
│   │
│   └── understanding/
│       └── sarena_un.jsonl