Text To Image Datasets
There are 20 text to image datasets in our directory, 1 of which are benchmarks. Each links to its source, paper, and download — browse the full list below or filter by language.
Text To Image is the task of generating images from natural-language descriptions. We catalog 20 datasets for it.
Updated June 2026
- jackyhate/text-to-image-2MText To Image, Image To Text, Image ClassificationEN
- kakaobrain/coyo-700mText To Image, Image To Text, Zero Shot ClassificationEN
- CSU-JPG/TextAtlas5MText To ImageEN
- danielnobbe/mr-rateImage To Text, Text To Image, Image ClassificationEnglish
- animelover/danbooru2022Text To ImageEN
- data-archetype/cc12_imagenet21k_recap_hq_bucketedText To ImageENBenchmark
- ProGamerGov/synthetic-dataset-1m-dalle3-high-quality-captionsText To Image, Image Classification, Image To Text, Image Text To Text, OtherEN
- tomg-group-umd/pixelproseImage To Text, Text To Image, Visual Question AnsweringEN
- deepghs/danbooru2024Image Classification, Zero Shot Image Classification, Text To ImageEN, JA
- deepghs/midjourney_captioned_23m_fullImage Classification, Zero Shot Image Classification, Text To ImageEN
- poloclub/diffusiondbText To Image, Image To TextEN
- zzliang/GRITText To Image, Image To Text, Object Detection, Zero Shot ClassificationEN
- Laxhar/noob-wikiText To ImageEN
- TempoFunk/webvid-10MText To Video, Text To Image, Video Classification, Image ClassificationEN
- wanng/midjourney-v5-202304-cleanText To Image, Image To TextEN, FR
- moonworks/lunara-aestheticText To ImageEnglish
- KBlueLeaf/danbooru2023-metadata-databaseImage Classification, Text To Image, Image To Text, Image To Image, Text Retrieval, Text Generation, Text ClassificationEN, JA
- KBlueLeaf/danbooru2023-webp-4MpixelImage Classification, Zero Shot Image Classification, Text To ImageEN
- WenhaoWang/VidProMText To Video, Text To ImageEN
- MohamedRashad/midjourney-detailed-promptsText To ImageEN