| 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-). | |