Net-VQA is a visual question answering benchmark for evaluating multimodal models on network topology understanding and configuration reasoning.
Dataset Card
By Zhang, published under cc-by-4.0, revision 0159e6a9c54a.
Net-VQA is a visual question answering benchmark for evaluating multimodal models on network topology understanding and configuration reasoning. The complete benchmark contains 100 enterprise network scenarios and 500 questions covering three tasks: network topology parsing, high-level configuration understanding, and configuration strategy generation. Each scenario includes a topology diagram and configuration intent, with questions and reference answers annotated and validated by networking experts.
The current release provides the scenarios approved for public disclosure. A small number of topology scenarios remain unavailable because their diagrams contain commercially sensitive information and require company approval before release. These scenarios will be added to the dataset once approval is obtained.
Details
- Repository
- yan8818/Net-VQA
- Publisher
- Zhang
- Task category
- Not stated by the source
- Tags
- Not stated by the source
- Size category
- Not stated by the source
- Languages
- Not stated by the source
- Revision
- 0159e6a9c54a3c8d2b26273ae01f6d06d6c63540
- Last updated
- 2026-09-28
Files
89 files, 2.5 MB in total.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| Net-VQA.json | Data | 145.4 KB | — |
| README.md | Documentation | 849 B | — |
| images/fig_dc_1.png | Other | 9.9 KB | — |
| images/fig_dc_100.png | Other | 62.7 KB | — |
| images/fig_dc_101.png | Other | 82.5 KB | — |
| images/fig_dc_102.png | Other | 56.1 KB | — |
| images/fig_dc_103.png | Other | 52.5 KB | — |
| images/fig_dc_104.png | Other | 50.0 KB | — |
| images/fig_dc_105.png | Other | 75.8 KB | — |
| images/fig_dc_106.png | Other | 46.4 KB | — |
| images/fig_dc_12.png | Other | 6.2 KB | — |
| images/fig_dc_15.png | Other | 10.8 KB | — |
| images/fig_dc_17.png | Other | 39.5 KB | — |
| images/fig_dc_19.png | Other | 17.0 KB | — |
| images/fig_dc_2.png | Other | 21.3 KB | — |
| images/fig_dc_23.png | Other | 16.8 KB | — |
| images/fig_dc_24.png | Other | 19.3 KB | — |
| images/fig_dc_25.png | Other | 20.1 KB | — |
| images/fig_dc_27.png | Other | 11.3 KB | — |
| images/fig_dc_28.png | Other | 24.5 KB | — |
| images/fig_dc_29.png | Other | 39.9 KB | — |
| images/fig_dc_3.png | Other | 18.9 KB | — |
| images/fig_dc_30.png | Other | 39.5 KB | — |
| images/fig_dc_32.png | Other | 13.1 KB | — |
| images/fig_dc_33.png | Other | 4.0 KB | — |
| images/fig_dc_34.png | Other | 6.9 KB | — |
| images/fig_dc_35.png | Other | 12.3 KB | — |
| images/fig_dc_36.png | Other | 7.5 KB | — |
| images/fig_dc_37.png | Other | 4.9 KB | — |
| images/fig_dc_38.png | Other | 18.1 KB | — |
| images/fig_dc_39.png | Other | 23.1 KB | — |
| images/fig_dc_4.png | Other | 15.2 KB | — |
| images/fig_dc_40.png | Other | 18.9 KB | — |
| images/fig_dc_41.png | Other | 10.8 KB | — |
| images/fig_dc_42.png | Other | 9.8 KB | — |
| images/fig_dc_43.png | Other | 10.5 KB | — |
| images/fig_dc_46.png | Other | 11.0 KB | — |
| images/fig_dc_47.png | Other | 17.8 KB | — |
| images/fig_dc_48.png | Other | 19.9 KB | — |
| images/fig_dc_5.png | Other | 16.8 KB | — |
| images/fig_dc_50.png | Other | 18.7 KB | — |
| images/fig_dc_51.png | Other | 11.1 KB | — |
| images/fig_dc_52.png | Other | 40.7 KB | — |
| images/fig_dc_53.png | Other | 30.4 KB | — |
| images/fig_dc_54.png | Other | 39.7 KB | — |
| images/fig_dc_55.png | Other | 40.7 KB | — |
| images/fig_dc_56.png | Other | 31.9 KB | — |
| images/fig_dc_57.png | Other | 22.5 KB | — |
| images/fig_dc_58.png | Other | 4.9 KB | — |
| images/fig_dc_59.png | Other | 36.4 KB | — |
| images/fig_dc_60.png | Other | 19.5 KB | — |
| images/fig_dc_61.png | Other | 11.3 KB | — |
| images/fig_dc_62.png | Other | 12.5 KB | — |
| images/fig_dc_63.png | Other | 22.6 KB | — |
| images/fig_dc_64.png | Other | 17.3 KB | — |
| images/fig_dc_65.png | Other | 18.9 KB | — |
| images/fig_dc_66.png | Other | 21.3 KB | — |
| images/fig_dc_67.png | Other | 20.8 KB | — |
| images/fig_dc_68.png | Other | 21.6 KB | — |
| images/fig_dc_69.png | Other | 19.8 KB | — |
| images/fig_dc_7.png | Other | 23.1 KB | — |
| images/fig_dc_70.png | Other | 19.6 KB | — |
| images/fig_dc_71.png | Other | 10.5 KB | — |
| images/fig_dc_72.png | Other | 21.5 KB | — |
| images/fig_dc_73.png | Other | 39.9 KB | — |
| images/fig_dc_74.png | Other | 15.5 KB | — |
| images/fig_dc_75.png | Other | 17.9 KB | — |
| images/fig_dc_76.png | Other | 22.8 KB | — |
| images/fig_dc_78.png | Other | 23.9 KB | — |
| images/fig_dc_79.png | Other | 18.9 KB | — |
| images/fig_dc_8.png | Other | 10.4 KB | — |
| images/fig_dc_81.png | Other | 19.1 KB | — |
| images/fig_dc_84.png | Other | 7.1 KB | — |
| images/fig_dc_86.png | Other | 23.8 KB | — |
| images/fig_dc_87.png | Other | 37.0 KB | — |
| images/fig_dc_88.png | Other | 36.7 KB | — |
| images/fig_dc_89.png | Other | 34.2 KB | — |
| images/fig_dc_90.png | Other | 55.0 KB | — |
| images/fig_dc_91.png | Other | 40.1 KB | — |
| images/fig_dc_92.png | Other | 50.1 KB | — |
| images/fig_dc_93.png | Other | 30.9 KB | — |
| images/fig_dc_94.png | Other | 49.0 KB | — |
| images/fig_dc_95.png | Other | 49.2 KB | — |
| images/fig_dc_96.png | Other | 57.3 KB | — |
| images/fig_dc_97.png | Other | 63.2 KB | — |
| images/fig_dc_98.png | Other | 56.6 KB | — |
| images/fig_dc_99.png | Other | 65.4 KB | — |
| .gitattributes | Repository | 2.5 KB | — |
| images/.gitkeep | Repository | — |
License and Download
- License
- cc-by-4.0
- Access
- Access requested at publisher
Zhang grants access through its official repository on Hugging Face. Read the license.