Imaging · dataset · 2026
PCF-Bench
Listed in Hugging Face Datasets
PCF-Bench A photonic-crystal-fiber (PCF) inverse-design benchmark for vision-language models.
Description
Each sample bundles geometric parameters, simulated mode-field images, and a four-level expert-style annotation suite supporting tasks across geometry perception, physics understanding, multimodal reasoning, inverse design, and code generation. Note (anonymous review).
This dataset card omits identifying information for double-blind review. Note (review subset). The full source corpus is… See the full description on the dataset page: huggingface.co/datasets/PCF-Bench/PCF-Bench.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/PCF-Bench/PCF-Bench ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/PCF-Bench/PCF-Bench ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image · image classification · image text to text · text · text generation · visual question answering
- From keywords
- Computer Science & AI
- Inferred from text
- Image 65%
Provenance · 1 source records, 15 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | PCF-Bench/PCF-Bench | 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[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[modality].local:modality:image | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[task].hf_task:image-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:image-text-to-text | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:text-generation | 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 |