Download Fabric vs SDV research paper

YData Fabric Synthetic data vs SDV

Synthetic data is crucial for Data Centric-AI, which emphasizes data quality over models. However, existing literature mainly focuses on images or speech, neglecting numerous datasets and domains. This paper introduces a versatile benchmark suite to compare data synthesizers using multiple metrics and tabular datasets. As an initial experiment, we compared the Fabric synthesizer with other synthesizers from Synthetic Data Vault (SDV), using SDV evaluation metrics.

Download this white-paper to learn more about:

• SDV open-source vs Fabric synthetic data generation capabilities
• The ecosystem needed to run synthetic data succesfully for different use-cases
• Buy vs build