Datasets:
metadata
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/promptq#_image.png: Visual content associated with the questionq#_ta.txt: Teaching assistant notes or detailed explanationsq#-a.txt: Ground truth answer(s)q#_mc.txt: Multiple choice options (if applicable)