MM-Retinal-Reason: Ophthalmology Multimodal Reasoning Dataset

Ophthalmology-specific multimodal reasoning dataset built from 45 public datasets. Chain-of-thought reasoning traces for retinal VQA.

At a glance

Field	Value
Short name	`mm_retinal_reason`
Full name	MM-Retinal-Reason: Ophthalmology Multimodal Reasoning Dataset
First published	Unknown
Publication date precision	Unknown
Publication date evidence	Unknown
Publication date source field	Unknown
Publication date reviewed	Unknown
Primary category	`multimodal`
Resource role	`annotation_layer`
Dataset family	`mm_retinal_reason`
Contained modalities	fundus, fundus_angiography, oct, text
Tasks	classification, multilabel
Primary reported quantity	130 question answer pairs
Classes	Not reported (Not reported)
Splits	train, val, test
Size	15.0 GB
Source-stated terms	Mixed (inherits from 45 source datasets) — verify per-row
Normalized terms	`unknown`
Descriptive screening label	Unknown or unclear; do not assume permission
Terms scope	`mixed_components`
Access friction	`self_service_authenticated`
Route backend	HuggingFace Hub
Availability	`available` (checked 2026-07-21)
Acquisition support	`transfer_tested_partial`
Legacy sample-loader status	Metadata and access only

Reported quantities

Role	Count	Unit	Scope	Basis	Evidence
Primary	130	`question_answer_pairs`	Sixty basic and seventy complex reasoning records	`current_deposit_table`	huggingface.co/datasets
Additional	227	`image_references`	Image references across the 130 reasoning records Complex records can reference more than one image; references need not be unique images.	`current_deposit_table`	huggingface.co/datasets
Additional	45	`source_datasets`	Public source datasets reported by the resource	`official_source_description`	huggingface.co/datasets

Counts retain their source-reported units. Additional rows can describe components, paired items, or derivative copies and are not automatically added to the primary quantity.

Notes

Aggregates 45 source datasets — image licenses inherit; verify per-row before commercial use.

Documented relationships

These links record source-supported lineage or overlap, not merely similar modality tags.

This record is derived from acrima: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from aptos2019: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from chaksu: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from ddr: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from deepdrid: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from drishti_gs: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from duke_chiu_boe: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from e_ophtha: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from eyepacs: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from fives: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from g1020: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from gamma: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from goals: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from hassan_composite_retina: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from hrf: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from idrid: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from jichi: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from kermany_oct: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from lag: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from oct_c8: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from octa_500: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from octdl: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from octid: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from oimhs: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from palm: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from papila: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from paraguay_dr: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from refuge2: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from rfmid: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from roc: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from stage_task1: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from stage_task2: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from stare: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
This record is derived from sustech_sysu: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)

Access information and download

CLI
Python

# Read-only preflight
eyehub download mm_retinal_reason --data-dir ./data --dry-run --json

# Download, only when preflight reports supported behavior
eyehub download mm_retinal_reason --data-dir ./data

from eyedatahub.acquisition import preflight_dataset
from eyedatahub.datasets.registry import REGISTRY

ds = REGISTRY.get_dataset('mm_retinal_reason')
print(preflight_dataset(ds, './data'))  # no download

Upstream page: huggingface.co/datasets

Source-term evidence: huggingface.co/datasets

Loader status

This catalog record provides metadata and access instructions, but it does not yet include a standard DatasetSample loader. Inspect the source file structure or contribute a loader before using it in a training pipeline.

Citation

BibTeX
Plain text

@misc{mm_retinal_reason,
  title  = { MM-Retinal-Reason: Ophthalmology Multimodal Reasoning Dataset },
  note   = { MM-Retinal-Reason: Ophthalmology multimodal reasoning dataset. HuggingFace, 2025 },
  year   = { 2025 },
  url    = { https://huggingface.co/datasets/lxirich/MM-Retinal-Reason },
}

MM-Retinal-Reason: Ophthalmology multimodal reasoning dataset. HuggingFace, 2025.

Source-stated terms

Raw source string: Mixed (inherits from 45 source datasets) — verify per-row
Normalized category: unknown
Apparent scope: mixed_components
Descriptive screening label: Unknown or unclear; do not assume permission

⚠️ Source-stated terms, scope, and normalized labels are curation metadata, not legal advice or a permission finding. Review the current official source before transfer or reuse.

Similar resources by shared modality

eyecare_100k: Eyecare-100K: Multimodal Ophthalmology VQA Corpus (102,000 question answer pairs, unknown)
x_pcr: X-PCR Ophthalmology Progressive Clinical Reasoning Benchmark (18,735 rows, unknown)
ophthalvqa: OphthalVQA Dataset (600 question answer pairs, cc-by)
angioreport: AngioReport Fundus Angiography Report Dataset (55,361 images, unknown)
ffa_ir: FFA-IR Medical Report Dataset (47,247 images, unknown)
lmod_plus: LMOD+ Multimodal Ophthalmology Benchmark (32,633 annotated instances, unknown)
multieye: MultiEYE: OCT-Enhanced Fundus Multi-Disease Benchmark (103,959 images, mit)
harvard_fairvision: Harvard-FairVision (AMD + DR + Glaucoma, paired SLO + OCT) (30,000 participants, cc-by-nc-nd)

At a glance​

Reported quantities​

Notes​

Documented relationships​

Access information and download​

Loader status​

Citation​

Source-stated terms​

Similar resources by shared modality​