Matbench v0.1

Matbench v0.1 is a research-grade materials ml benchmark focused on standardized materials property prediction benchmarks with fixed splits and metrics for comparing structure- and composition-based ML methods. It is useful for graduate-level materials research, reproducible benchmarking, model training, validation, and comparison across computational, experimental, or characterization workflows.

Citation: Matbench v0.1. Materials dataset resource. https://matbench.materialsproject.org/

Acknowledgement: Curated by MaterialsAtlas Open Resources from public data portals, official project pages, benchmark suites, repositories, and publication-linked archives.