Data & Methodology

The papers and datasets behind our research.

Seminal Papers

Generative Adversarial Networks
Goodfellow, I., et al. (2014)
https://arxiv.org/abs/1406.2661
High-Resolution Image Synthesis with Latent Diffusion Models
Rombach, R., et al. (2022)
https://arxiv.org/abs/2112.10752

Market Data

State of AI Report 2024
Mock Data Institute (2024)
Used for: Global Generative AI Market Size Chart
Digital Artist Survey Q3
The Synthetic Canvas Internal Survey (2024)
Used for: Creator Tool Usage Chart

Datasets

LAION-5B
Open-source dataset containing 5.85 billion CLIP-filtered image-text pairs.