metadata
language:
- en
license: cc-by-nc-4.0
pretty_name: MM-SafetyBench
dataset_info:
- config_name: EconomicHarm
features:
- name: id
dtype: string
- name: question
dtype: string
- name: image
dtype: image
splits:
- name: SD
num_bytes: 17316511
num_examples: 122
- name: SD_TYPO
num_bytes: 19630824
num_examples: 122
- name: TYPO
num_bytes: 1969839
num_examples: 122
- name: Text_only
num_bytes: 8658
num_examples: 122
download_size: 38925832
dataset_size: 38925832
- config_name: Financial_Advice
features:
- name: id
dtype: string
- name: question
dtype: string
- name: image
dtype: image
splits:
- name: SD
num_bytes: 21274582
num_examples: 167
- name: SD_TYPO
num_bytes: 25246828
num_examples: 167
- name: TYPO
num_bytes: 3776399
num_examples: 167
- name: Text_only
num_bytes: 9451
num_examples: 167
download_size: 50307260
dataset_size: 50307260
- config_name: Fraud
features:
- name: id
dtype: string
- name: question
dtype: string
- name: image
dtype: image
splits:
- name: SD
num_bytes: 20219796
num_examples: 154
- name: SD_TYPO
num_bytes: 23079948
num_examples: 154
- name: TYPO
num_bytes: 2574068
num_examples: 154
- name: Text_only
num_bytes: 9075
num_examples: 154
download_size: 45882887
dataset_size: 45882887
- config_name: Gov_Decision
features:
- name: id
dtype: string
- name: question
dtype: string
- name: image
dtype: image
splits:
- name: SD
num_bytes: 19891951
num_examples: 149
- name: SD_TYPO
num_bytes: 23780910
num_examples: 149
- name: TYPO
num_bytes: 3660367
num_examples: 149
- name: Text_only
num_bytes: 8750
num_examples: 149
download_size: 23561068
dataset_size: 23561068
- config_name: HateSpeech
features:
- name: id
dtype: string
- name: question
dtype: string
- name: image
dtype: image
splits:
- name: SD
num_bytes: 22190160
num_examples: 163
- name: SD_TYPO
num_bytes: 25227529
num_examples: 163
- name: TYPO
num_bytes: 2680783
num_examples: 163
- name: Text_only
num_bytes: 9069
num_examples: 163
download_size: 50107541
dataset_size: 50107541
- config_name: Health_Consultation
features:
- name: id
dtype: string
- name: question
dtype: string
- name: image
dtype: image
splits:
- name: SD
num_bytes: 11346703
num_examples: 109
- name: SD_TYPO
num_bytes: 13633505
num_examples: 109
- name: TYPO
num_bytes: 2115026
num_examples: 109
- name: Text_only
num_bytes: 7151
num_examples: 109
download_size: 27102385
dataset_size: 27102385
- config_name: Illegal_Activitiy
features:
- name: id
dtype: string
- name: question
dtype: string
- name: image
dtype: image
splits:
- name: SD
num_bytes: 13323855
num_examples: 97
- name: SD_TYPO
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num_examples: 97
- name: TYPO
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num_examples: 97
- name: Text_only
num_bytes: 6256
num_examples: 97
download_size: 29796444
dataset_size: 29796444
- config_name: Legal_Opinion
features:
- name: id
dtype: string
- name: question
dtype: string
- name: image
dtype: image
splits:
- name: SD
num_bytes: 16863829
num_examples: 130
- name: SD_TYPO
num_bytes: 19982150
num_examples: 130
- name: TYPO
num_bytes: 2940496
num_examples: 130
- name: Text_only
num_bytes: 8771
num_examples: 130
download_size: 39795246
dataset_size: 39795246
- config_name: Malware_Generation
features:
- name: id
dtype: string
- name: question
dtype: string
- name: image
dtype: image
splits:
- name: SD
num_bytes: 6126444
num_examples: 44
- name: SD_TYPO
num_bytes: 6869363
num_examples: 44
- name: TYPO
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num_examples: 44
- name: Text_only
num_bytes: 4657
num_examples: 44
download_size: 13632839
dataset_size: 13632839
- config_name: Physical_Harm
features:
- name: id
dtype: string
- name: question
dtype: string
- name: image
dtype: image
splits:
- name: SD
num_bytes: 17806565
num_examples: 144
- name: SD_TYPO
num_bytes: 20786111
num_examples: 144
- name: TYPO
num_bytes: 2781883
num_examples: 144
- name: Text_only
num_bytes: 9246
num_examples: 144
download_size: 41383805
dataset_size: 41383805
- config_name: Political_Lobbying
features:
- name: id
dtype: string
- name: question
dtype: string
- name: image
dtype: image
splits:
- name: SD
num_bytes: 21164411
num_examples: 153
- name: SD_TYPO
num_bytes: 24144028
num_examples: 153
- name: TYPO
num_bytes: 2474238
num_examples: 153
- name: Text_only
num_bytes: 8157
num_examples: 153
download_size: 47790834
dataset_size: 47790834
- config_name: Privacy_Violence
features:
- name: id
dtype: string
- name: question
dtype: string
- name: image
dtype: image
splits:
- name: SD
num_bytes: 17074351
num_examples: 139
- name: SD_TYPO
num_bytes: 20688651
num_examples: 139
- name: TYPO
num_bytes: 3337767
num_examples: 139
- name: Text_only
num_bytes: 9001
num_examples: 139
download_size: 41109770
dataset_size: 41109770
- config_name: Sex
features:
- name: id
dtype: string
- name: question
dtype: string
- name: image
dtype: image
splits:
- name: SD
num_bytes: 14312546
num_examples: 109
- name: SD_TYPO
num_bytes: 15795771
num_examples: 109
- name: TYPO
num_bytes: 981059
num_examples: 109
- name: Text_only
num_bytes: 7257
num_examples: 109
download_size: 31096633
dataset_size: 31096633
configs:
- config_name: EconomicHarm
data_files:
- split: SD
path: data/EconomicHarm/SD.parquet
- split: SD_TYPO
path: data/EconomicHarm/SD_TYPO.parquet
- split: TYPO
path: data/EconomicHarm/TYPO.parquet
- split: Text_only
path: data/EconomicHarm/Text_only.parquet
- config_name: Financial_Advice
data_files:
- split: SD
path: data/Financial_Advice/SD.parquet
- split: SD_TYPO
path: data/Financial_Advice/SD_TYPO.parquet
- split: TYPO
path: data/Financial_Advice/TYPO.parquet
- split: Text_only
path: data/Financial_Advice/Text_only.parquet
- config_name: Fraud
data_files:
- split: SD
path: data/Fraud/SD.parquet
- split: SD_TYPO
path: data/Fraud/SD_TYPO.parquet
- split: TYPO
path: data/Fraud/TYPO.parquet
- split: Text_only
path: data/Fraud/Text_only.parquet
- config_name: Gov_Decision
data_files:
- split: SD
path: data/Gov_Decision/SD.parquet
- split: SD_TYPO
path: data/Gov_Decision/SD_TYPO.parquet
- split: TYPO
path: data/Gov_Decision/TYPO.parquet
- split: Text_only
path: data/Gov_Decision/Text_only.parquet
- config_name: HateSpeech
data_files:
- split: SD
path: data/HateSpeech/SD.parquet
- split: SD_TYPO
path: data/HateSpeech/SD_TYPO.parquet
- split: TYPO
path: data/HateSpeech/TYPO.parquet
- split: Text_only
path: data/HateSpeech/Text_only.parquet
- config_name: Health_Consultation
data_files:
- split: SD
path: data/Health_Consultation/SD.parquet
- split: SD_TYPO
path: data/Health_Consultation/SD_TYPO.parquet
- split: TYPO
path: data/Health_Consultation/TYPO.parquet
- split: Text_only
path: data/Health_Consultation/Text_only.parquet
- config_name: Illegal_Activitiy
data_files:
- split: SD
path: data/Illegal_Activitiy/SD.parquet
- split: SD_TYPO
path: data/Illegal_Activitiy/SD_TYPO.parquet
- split: TYPO
path: data/Illegal_Activitiy/TYPO.parquet
- split: Text_only
path: data/Illegal_Activitiy/Text_only.parquet
- config_name: Legal_Opinion
data_files:
- split: SD
path: data/Legal_Opinion/SD.parquet
- split: SD_TYPO
path: data/Legal_Opinion/SD_TYPO.parquet
- split: TYPO
path: data/Legal_Opinion/TYPO.parquet
- split: Text_only
path: data/Legal_Opinion/Text_only.parquet
- config_name: Malware_Generation
data_files:
- split: SD
path: data/Malware_Generation/SD.parquet
- split: SD_TYPO
path: data/Malware_Generation/SD_TYPO.parquet
- split: TYPO
path: data/Malware_Generation/TYPO.parquet
- split: Text_only
path: data/Malware_Generation/Text_only.parquet
- config_name: Physical_Harm
data_files:
- split: SD
path: data/Physical_Harm/SD.parquet
- split: SD_TYPO
path: data/Physical_Harm/SD_TYPO.parquet
- split: TYPO
path: data/Physical_Harm/TYPO.parquet
- split: Text_only
path: data/Physical_Harm/Text_only.parquet
- config_name: Political_Lobbying
data_files:
- split: SD
path: data/Political_Lobbying/SD.parquet
- split: SD_TYPO
path: data/Political_Lobbying/SD_TYPO.parquet
- split: TYPO
path: data/Political_Lobbying/TYPO.parquet
- split: Text_only
path: data/Political_Lobbying/Text_only.parquet
- config_name: Privacy_Violence
data_files:
- split: SD
path: data/Privacy_Violence/SD.parquet
- split: SD_TYPO
path: data/Privacy_Violence/SD_TYPO.parquet
- split: TYPO
path: data/Privacy_Violence/TYPO.parquet
- split: Text_only
path: data/Privacy_Violence/Text_only.parquet
- config_name: Sex
data_files:
- split: SD
path: data/Sex/SD.parquet
- split: SD_TYPO
path: data/Sex/SD_TYPO.parquet
- split: TYPO
path: data/Sex/TYPO.parquet
- split: Text_only
path: data/Sex/Text_only.parquet
tags:
- EconomicHarm
- Financial_Advice
- Fraud
- Gov_Decision
- HateSpeech
- Health_Consultation
- Illegal_Activitiy
- Legal_Opinion
- Malware_Generation
- Physical_Harm
- Political_Lobbying
- Privacy_Violence
- Sex
Warning: This dataset may contain sensitive or harmful content. Users are advised to handle it with care and ensure that their use complies with relevant ethical guidelines and legal requirements.
Usage and License Notices: The dataset is intended and licensed for research use only. They are also restricted to uses that follow the license agreement GPT-4 and Stable Diffusion. The dataset is CC BY NC 4.0 (allowing only non-commercial use).
Data Source: For more information about the dataset, visit the MM-SafetyBench GitHub repository.