MedMLLM-attack/3MAD-Tiny-1K

---
dataset_info:
features:
- name: id
dtype: int64
- name: file_name
dtype: string
- name: original_attribute
dtype: string
- name: unmatch_attribute
dtype: string
- name: normal_prompt
dtype: string
- name: harmful_prompt
dtype: string
- name: policy
dtype: string
- name: key_phrases
dtype: string
- name: __index_level_0__
dtype: int64
- name: image
dtype: image
splits:
- name: Dermoscopy_Skin
num_bytes: 16689500
num_examples: 60
- name: MRI_Alzheimer
num_bytes: 287000
num_examples: 60
- name: MRI_Brain
num_bytes: 1584240
num_examples: 60
- name: Fundus_Retina
num_bytes: 42737475
num_examples: 60
- name: Mamography_Breast
num_bytes: 1079684
num_examples: 60
- name: OCT_Retina
num_bytes: 11527893
num_examples: 60
- name: CT_Chest
num_bytes: 10292131
num_examples: 60
- name: CT_Heart
num_bytes: 1751565
num_examples: 60
- name: CT_Brain
num_bytes: 1797145
num_examples: 60
- name: Xray_Chest
num_bytes: 37533510
num_examples: 60
- name: Xray_Skeleton
num_bytes: 5177617
num_examples: 60
- name: Xray_Dental
num_bytes: 7593301
num_examples: 60
- name: Endoscopy_Gastroent
num_bytes: 10065204
num_examples: 60
- name: Ultrasound_Baby
num_bytes: 14944351
num_examples: 60
- name: Ultrasound_Breast
num_bytes: 21320630
num_examples: 60
- name: Ultrasound_Carotid
num_bytes: 15818277
num_examples: 60
- name: Ultrasound_Ovary
num_bytes: 5581871
num_examples: 60
- name: Ultrasound_Brain
num_bytes: 7552197
num_examples: 60
download_size: 210115625
dataset_size: 213333591
configs:
- config_name: default
data_files:
- split: Dermoscopy_Skin
path: data/Dermoscopy_Skin-*
- split: MRI_Alzheimer
path: data/MRI_Alzheimer-*
- split: MRI_Brain
path: data/MRI_Brain-*
- split: Fundus_Retina
path: data/Fundus_Retina-*
- split: Mamography_Breast
path: data/Mamography_Breast-*
- split: OCT_Retina
path: data/OCT_Retina-*
- split: CT_Chest
path: data/CT_Chest-*
- split: CT_Heart
path: data/CT_Heart-*
- split: CT_Brain
path: data/CT_Brain-*
- split: Xray_Chest
path: data/Xray_Chest-*
- split: Xray_Skeleton
path: data/Xray_Skeleton-*
- split: Xray_Dental
path: data/Xray_Dental-*
- split: Endoscopy_Gastroent
path: data/Endoscopy_Gastroent-*
- split: Ultrasound_Baby
path: data/Ultrasound_Baby-*
- split: Ultrasound_Breast
path: data/Ultrasound_Breast-*
- split: Ultrasound_Carotid
path: data/Ultrasound_Carotid-*
- split: Ultrasound_Ovary
path: data/Ultrasound_Ovary-*
- split: Ultrasound_Brain
path: data/Ultrasound_Brain-*
task_categories:
- image-feature-extraction
- question-answering
language:
- en
tags:
- medical
---

原始信息汇总

数据集概述

特征信息

数据集包含以下特征：

• id: 数据类型为 int64
• file_name: 数据类型为 string
• original_attribute: 数据类型为 string
• unmatch_attribute: 数据类型为 string
• normal_prompt: 数据类型为 string
• harmful_prompt: 数据类型为 string
• policy: 数据类型为 string
• key_phrases: 数据类型为 string
• index_level_0: 数据类型为 int64
• image: 数据类型为 image

数据分割

数据集分为以下几个部分，每个部分包含60个样本：

• Dermoscopy_Skin: 16689500字节
• MRI_Alzheimer: 287000字节
• MRI_Brain: 1584240字节
• Fundus_Retina: 42737475字节
• Mamography_Breast: 1079684字节
• OCT_Retina: 11527893字节
• CT_Chest: 10292131字节
• CT_Heart: 1751565字节
• CT_Brain: 1797145字节
• Xray_Chest: 37533510字节
• Xray_Skeleton: 5177617字节
• Xray_Dental: 7593301字节
• Endoscopy_Gastroent: 10065204字节
• Ultrasound_Baby: 14944351字节
• Ultrasound_Breast: 21320630字节
• Ultrasound_Carotid: 15818277字节
• Ultrasound_Ovary: 5581871字节
• Ultrasound_Brain: 7552197字节

数据集大小

• 下载大小: 210115625字节
• 数据集大小: 213333591字节

配置信息

数据集配置名为 default，包含以下数据文件路径：

• Dermoscopy_Skin: data/Dermoscopy_Skin-*
• MRI_Alzheimer: data/MRI_Alzheimer-*
• MRI_Brain: data/MRI_Brain-*
• Fundus_Retina: data/Fundus_Retina-*
• Mamography_Breast: data/Mamography_Breast-*
• OCT_Retina: data/OCT_Retina-*
• CT_Chest: data/CT_Chest-*
• CT_Heart: data/CT_Heart-*
• CT_Brain: data/CT_Brain-*
• Xray_Chest: data/Xray_Chest-*
• Xray_Skeleton: data/Xray_Skeleton-*
• Xray_Dental: data/Xray_Dental-*
• Endoscopy_Gastroent: data/Endoscopy_Gastroent-*
• Ultrasound_Baby: data/Ultrasound_Baby-*
• Ultrasound_Breast: data/Ultrasound_Breast-*
• Ultrasound_Carotid: data/Ultrasound_Carotid-*
• Ultrasound_Ovary: data/Ultrasound_Ovary-*
• Ultrasound_Brain: data/Ultrasound_Brain-*

任务类别

• 图像特征提取
• 问答

语言

• 英语

标签

• 医学