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---
annotations_creators: [crowdsourced]
language: ["en"]
license: apache-2.0
multilinguality: ["monolingual"]
pretty_name: FlowGen
task_categories:
- visual-question-answering
- image-to-text
task_ids:
- visual-question-answering
- image-captioning
dataset_creators: ["Anonymous"]
size_categories: ["10K<n<100K"]
source_datasets: []
tags:
- flowchart
- diagram-understanding
- visual-reasoning
- multimodal
---
# 🌟 FlowGen
FlowGen is a controllable flowchart synthesizer that generates diagrams with tunable structural features and supports multiple rendering styles.
## 📑 Dataset description
This dataset contains different types of renderer flowchart images with different difficulty levels.
| Types | Train (Easy) | Train (Medium) | Train (Hard) | Test (Graph Easy) | Test (Graph Medium) | Test (Graph Hard) | Test (Scanned Easy) | Test (Scanned Medium) | Test (Scanned Hard) |
|-----------|--------------|----------------|--------------|-------------------|---------------------|-------------------|---------------------|-----------------------|---------------------|
| Mermaid | 960 | 960 | 960 | 360 | 360 | 360 | 360 | 360 | 360 |
| Graphviz | 960 | 960 | 960 | 360 | 360 | 360 | 360 | 360 | 360 |
| PlantUML | 960 | 960 | 960 | 360 | 360 | 360 | 360 | 360 | 360 |
| Diagrams | 960 | 960 | 960 | 360 | 360 | 360 | 360 | 360 | 360 |
| **Total** | **3840** | **3840** | **3840** | **1440** | **1440** | **1440** | **1440** | **1440** | **1440** |
## Dataset Structure
```plaintext
Flowchart_Bench/
├── train/
│ ├── mermaid
| ├──easy
| ├──mermaid_1.mmd
| ├──mermaid_1.png
| ├──mermaid_1.txt
| └── ...
| ├──medium
| └── ...
│ ├── graphviz
| ├──easy
| ├──graphviz_1.dot
| ├──graphviz_1.png
| ├──graphviz_1.txt
| └── ...
| ├──medium
| └── ...
│ ├── plantuml
| ├──easy
| ├──plantuml_1.puml
| ├──plantuml_1.png
| ├──plantumlz_1.txt
| └── ...
| ├──medium
| └── ...
│ └── diagrams
| ├──easy
| ├──diagrams_1.dot
| ├──diagrams_1.png
| ├──diagrams_1.txt
| └── ...
| ├──medium
| └── ...
├── ...
└── README.md
```
For more information check [FlowGen](https://anonymous.4open.science/r/FlowGen-).
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