NAME: AI2D-RST: A multimodal corpus of 1000 primary school science diagrams version 1.1 LICENSE: This corpus is licensed with CC BY-SA 4.0 For more information see http://urn.fi/urn:nbn:fi:lb-2020060101. AI2D-RST is a multimodal corpus of 1000 English-language diagrams that represent topics in primary school natural science, such as food webs, life cycles, moon phases and human physiology. The corpus is based on the Allen Institute for Artificial Intelligence Diagrams (AI2D) dataset, a collection of diagrams with crowd-sourced descriptions. Building on the layout segmentation in AI2D, the AI2D-RST corpus presents a multi-layer annotation schema that provides a rich, graph-based description of diagram structure. The annotations were created by five trained experts. For the annotation tool used to create the corpus and supporting material, see https://doi.org/10.5281/zenodo.3384751