Datasets:
| task_categories: | |
| - question-answering | |
| language: | |
| - en | |
| tags: | |
| - circuit | |
| - physics | |
| - circuit_benchmark | |
| - hierarchical_benchmark | |
| - circuit_understanding | |
| size_categories: | |
| - 1K<n<10K | |
| license: mit | |
| arxiv: 2509.22339 | |
| # CircuitSense | |
| This dataset is a comprehensive multimodal circuit question-answering benchmark designed to evaluate visual reasoning and problem-solving capabilities across three main domains: Perception, Analysis, and Design. The dataset contains structured question-answer pairs with accompanying visual content, targeting different engineering cognitive levels and reasoning tasks. | |
| ### Dataset Description | |
| * Homepage: https://circuitsense-benchmark.github.io | |
| * Repository: https://github.com/armanakbari/CircuitSense/tree/main | |
| * Paper: https://arxiv.org/pdf/2509.22339 | |
| * Point of Contact: akbari.ar@northeastern.edu | |
| ## Dataset Structure | |
| The dataset is organized into three primary folders, each containing different types of visual reasoning tasks: | |
| ``` | |
| ├── Perception/ | |
| │ └── [level_folders]/ | |
| │ └── q#/ | |
| │ ├── q#_question.txt | |
| │ ├── q#_image.png | |
| │ ├── q#_ta.txt | |
| │ ├── q#-a.txt | |
| │ └── q#_mc.txt | |
| ├── Analysis/ | |
| │ ├── curated/ | |
| │ │ └── [level_folders]/ | |
| │ │ └── q#/ | |
| │ │ ├── q#_question.txt | |
| │ │ ├── q#_image.png | |
| │ │ ├── q#_ta.txt | |
| │ │ ├── q#-a.txt | |
| │ │ └── q#_mc.txt | |
| │ └── synthetic/ | |
| │ └── [level_folders]/ | |
| │ └── q#/ | |
| │ ├── q#_question.txt | |
| │ ├── q#_image.png | |
| │ ├── q#_ta.txt | |
| │ ├── q#-a.txt | |
| │ └── q#_mc.txt | |
| └── Design/ | |
| └── [level_folders]/ | |
| └── q#/ | |
| ├── q#_question.txt | |
| ├── q#_image.png | |
| ├── q#_ta.txt | |
| ├── q#-a.txt | |
| └── q#_mc.txt | |
| ``` | |
| ### File Descriptions | |
| Each question folder contains the following standardized files: | |
| * `q#_question.txt`: Contains the question text/prompt | |
| * `q#_image.png`: Visual content associated with the question | |
| * `q#_ta.txt`: Teaching assistant notes or detailed explanations | |
| * `q#-a.txt`: Ground truth answer(s) | |
| * `q#_mc.txt`: Multiple choice options (if applicable) | |