LLMMaps - A Visual Metaphor for Stratified Evaluation of Large Language Models. - Patrik Puchert; Poonam Poonam; Christian van Onzenoodt; Timo Ropinski (CoRR, 2023)

Evaluating Text-to-Image Synthesis: Survey and Taxonomy of Image Quality Metrics. - Sebastian Hartwig; Dominik Engel; Leon Sick; Hannah Kniesel; Tristan Payer; Poonam Poonam; Michael Glöckler; Alex Bäuerle; Timo Ropinski (CoRR, 2024)

A Survey on Quality Metrics for Text-to-Image Generation. - Sebastian Hartwig; Dominik Engel; Leon Sick; Hannah Kniesel; Tristan Payer; Poonam Poonam; Michael Glöckler; Alex Bäuerle; Timo Ropinski (IEEE Trans. Vis. Comput. Graph., 2025)