cataract
Datasets
All datasets matching “cataract”Cataract-LMM
👁️ Cataract-LMM: Large-Scale Multi-Source Multi-Task Benchmark for Surgical AI
Welcome to the official repository for the Cataract-LMM dataset. Hosted on Hugging Face, this dataset represents a comprehensive, clinically representative benchmark designed to accelerate deep learning research in surgical video analysis. By bridging the gap between isolated, single-task datasets and the complex reality of surgical environments, Cataract-LMM… See the full description on the dataset page: https://huggingface.co/datasets/mjahmadi/Cataract-LMM.LMOD-Cataract-1K-surgical-analysis-cot
Cataract-1K LLM-Generated Surgical Instructions
Dataset Overview
This dataset is derived from the Cataract-1K dataset (part of the LMOD benchmark) and enhanced using Qwen3-VL-30B-A3B-Thinking, a large vision-language model with reasoning capabilities. It is designed for training medical AI systems to provide actionable surgical guidance with transparent reasoning.
Generation Process
Source Data: Cataract-1K processed frames with segmentation annotations… See the full description on the dataset page: https://huggingface.co/datasets/mehti/LMOD-Cataract-1K-surgical-analysis-cot.cataract1K_InSegCatcataract_surgery_vlm_eval
Cataract Surgery VLM Evaluation Dataset — Test
Self-contained, flat evaluation set for cataract-surgery video understanding.
No external dependencies — every record and its video live in this single folder.
At a glance
Item
Count
Notes
JSONL records
1004
one file = one record = one valid JSON line
Videos (.mp4)
518
flat, prefixed names; ~3.45 GB total
Split
Test only
held-out evaluation, no training overlap
Folder layout
flat
no subfolders; every… See the full description on the dataset page: https://huggingface.co/datasets/shahedm2001/cataract_surgery_vlm_eval.MICCAI2021_Cataract_semantic_segmentationcataract_dataset_sft