# Text-to-Image Synthesis With Generative Models: Methods, Datasets, Performance Metrics, Challenges, and Future Direction

> Research article (IEEE Access, 2024) · cited 48× · AI/ML

**Wikidata**: [openalex:W4391697005](https://www.wikidata.org/wiki/openalex:W4391697005)  
**Source**: https://4ort.xyz/entity/text-to-image-synthesis-with-generative-models-methods-datasets-performance-metrics-challenges-and-future-direction