Text · dataset · 2026
PhyGround
Listed in Hugging Face Datasets
PhyGround: Benchmarking Physical Reasoning in Generative World Models Project page · Paper · Evaluation code · PhyJudge-9B PhyGround is a criteria-grounded benchmark for diagnosing physical failures in generated video.
Description
It contains 250 prompts covering 13 observable physical laws across solid-body mechanics, fluid dynamics, and optics. Each prompt is paired with a first-frame image, 10 released generation configurations, and applicable-law labels.
The Hub repository includes:… See the full description on the dataset page: huggingface.co/datasets/NU-World-Model-Embodied-AI/phyground.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/NU-World-Model-Embodied-AI/phyground ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2605.10806 arxiv.org/abs/2605.10806 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/NU-World-Model-Embodied-AI/phyground ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image to video · text · text to video · video
- From keywords
- Computer Science & AI · Physics · Video
- Inferred from text
- Image 75%
Provenance · 1 source records, 15 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | NU-World-Model-Embodied-AI/phyground | 7 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| 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:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:video | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:video | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['video'] |
| concepts[task].hf_task:image-to-video | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:text-to-video | 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 |