{"url":"/dataset/multi-behavior-taobao","name":"Multi-behavior Taobao","full_name":null,"description_markdown":"Data from the popular Chinese online shopping platform Taobao includes behaviors like buy, add-to-cart, add-to-favorite, and pageview. The buying behavior is considered the target behavior.","description_withheld":null,"homepage":"https://github.com/akaxlh/MB-GMN/tree/main/Datasets","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[],"tasks":[{"name":"Multibehavior Recommendation","url":"/task/multibehavior-recommendation","datasets_with_task":"/datasets/task/multibehavior-recommendation"}],"languages":[],"variants":["Multi-behavior Taobao"],"data_loaders":[],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/multibehavior-recommendation-on-multi","task":"Multibehavior Recommendation","dataset_variant":"Multi-behavior Taobao","rows":4,"metrics":["HR@10"],"first_row_in_archive_order":{"model":"HMAR","paper":"/paper/hmar-hierarchical-masked-attention-for-multi","metrics":{"HR@10":"0.8515"},"code_links":[{"title":"shereen-elsayed/hmar","url":"https://github.com/shereen-elsayed/hmar"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/multi-behavioral-sequential-recommendation","title":"Multi-Behavioral Sequential Recommendation","date":"2024-10-08","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/hmar-hierarchical-masked-attention-for-multi","title":"HMAR: Hierarchical Masked Attention for Multi-Behaviour Recommendation","date":"2024-04-29","rows_on_this_dataset":3,"code_links":1,"syntology":null}],"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."}