LeMat-GenBench: A Unified Evaluation Framework for Crystal Generative Models

Siddharth Betala, Samuel P. Gleason, Ali Ramlaoui, Andy Xu, Georgia Channing, Daniel Levy, Clémentine Fourrier, Nikita Kazeev, Chaitanya K. Joshi, Sékou-Oumar Kaba, Félix Therrien, Alex Hernández-García, Rocío Mercado, N M Anoop Krishnan, Alexandre Duval

Submission Type: I want my submission to be considered for both oral and poster presentation.

Keywords: AI for Materials Science, AI for Chemistry, Generative Models, Crystalline Materials, Benchmark, Materials Design

TL;DR: LeMat-GenBench is a benchmarking framework that standardizes the evaluation of generative models for inorganic crystal structures, providing a reproducible and extensible foundation for fair model comparison.

Confirmation Of Submission Requirements: I submit an abstract. It uses the template provided on the submission page and is no longer than 2 pages.

Submission Number: 172