Data · dataset · 2026
baochenfu/OCT-Bench
Listed in Hugging Face Datasets
🤗 OCT-Bench Paper | GitHub We introduce OCT-Bench, a comprehensive benchmark for evaluating Multimodal Large Language Models (MLLMs) on optical coherence tomography (OCT) image understanding.
Description
OCT-Bench comprises 10,076 expert-verified multiple-choice questions from 4,137 OCT images across seven public datasets and evaluates 3 capability dimensions, 9 capability groups, and 20 fine-grained tasks covering perception, cognition, and clinical reasoning.
We benchmark 20… See the full description on the dataset page: huggingface.co/datasets/baochenfu/OCT-Bench.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/baochenfu/OCT-Bench ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2607.16609 arxiv.org/abs/2607.16609 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/baochenfu/OCT-Bench ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image text to text
- From keywords
- Computer Science & AI · Ophthalmology
- Inferred from text
- Image 75%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | baochenfu/OCT-Bench | 10 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].local:modality:image | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:image-text-to-text | 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 |