Imaging · dataset · 2025
SeePhys/SeePhys
Listed in Hugging Face Datasets
SeePhys: Does Seeing Help Thinking? -- Benchmarking Vision-Based Physics Reasoning Can AI truly see the Physics?
Description
Test your model with the newly released SeePhys Benchmark! Covering 2,000 vision-text multimodal physics problems spanning from middle school to doctoral qualification exams, the SeePhys benchmark systematically evaluates LLMs/MLLMs on tasks integrating complex scientific diagrams with theoretical derivations.
Experiments reveal that even SOTA models like… See the full description on the dataset page: huggingface.co/datasets/SeePhys/SeePhys.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/SeePhys/SeePhys ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2505.19099 arxiv.org/abs/2505.19099 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/SeePhys/SeePhys ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image · question answering · text · visual question answering
- From keywords
- Computer Science & AI · Physics
- Inferred from text
- Artificial intelligence 70%
Provenance · 1 source records, 14 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | SeePhys/SeePhys | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:group:4602 | enrichment · Hugging Face | taxonomy-embedding@1.1.0 | title+keywords+description (70%) |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[field].local:field:physics | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['physics'] |
| concepts[modality].hf_modality:image | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:question-answering | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:visual-question-answering | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |