{"url":"/dataset/mattools","name":"MatTools","full_name":null,"description_markdown":"pymatgen_code_qa benchmark: qa_benchmark/generated_qa/generation_results_code.json, which consists of 34,621 QA pairs.\r\npymatgen_code_doc benchmark: qa_benchmark/generated_qa/generation_results_doc.json, which consists of 34,604 QA pairs.\r\nreal-world tool-usage benchmark: src/question_segments, which consists of 49 questions (138 tasks). One subfolder means a question with problem statement, property list and verification code.","description_withheld":null,"homepage":"https://huggingface.co/datasets/SiyuLiu/MatTools","introduced_date":"2025-05-16","introduced_date_note":null,"introduced_by":{"paper":"/paper/2505-10852","title":"MatTools: Benchmarking Large Language Models for Materials Science Tools","first_author":"Siyu Liu","url":null},"license":{"name":"Creative Commons Attribution Non Commercial 4.0","url":"https://spdx.org/licenses/CC-BY-NC-4.0"},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Question Answering","url":"/task/question-answering","datasets_with_task":"/datasets/task/question-answering"},{"name":"Text Generation","url":"/task/text-generation","datasets_with_task":"/datasets/task/text-generation"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["MatTools"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}