{"url":"/dataset/q-traffic","name":"Q-Traffic","full_name":null,"description_markdown":"**Q-Traffic** is a large-scale traffic prediction dataset, which consists of three sub-datasets: query sub-dataset, traffic speed sub-dataset and road network sub-dataset.\n\nSource: [https://github.com/JingqingZ/BaiduTraffic](https://github.com/JingqingZ/BaiduTraffic)\nImage Source: [https://github.com/JingqingZ/BaiduTraffic](https://github.com/JingqingZ/BaiduTraffic)","description_withheld":null,"homepage":"https://github.com/JingqingZ/BaiduTraffic","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/deep-sequence-learning-with-auxiliary","title":"Deep Sequence Learning with Auxiliary Information for Traffic Prediction","first_author":"Binbing Liao","url":null},"license":null,"modalities":[],"tasks":[{"name":"Traffic Prediction","url":"/task/traffic-prediction","datasets_with_task":"/datasets/task/traffic-prediction"}],"languages":[],"variants":["Q-Traffic"],"data_loaders":[{"repo":"https://github.com/JingqingZ/BaiduTraffic","url":"https://github.com/JingqingZ/BaiduTraffic","frameworks":["tf"]}],"num_papers_in_archive":6,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/traffic-prediction-on-q-traffic","task":"Traffic Prediction","dataset_variant":"Q-Traffic","rows":1,"metrics":["MAPE"],"first_row_in_archive_order":{"model":"hybrid Seq2Seq","paper":"/paper/deep-sequence-learning-with-auxiliary","metrics":{"MAPE":"8.63"},"code_links":[{"title":"JingqingZ/BaiduTraffic","url":"https://github.com/JingqingZ/BaiduTraffic"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/deep-sequence-learning-with-auxiliary","title":"Deep Sequence Learning with Auxiliary Information for Traffic Prediction","date":"2018-06-13","rows_on_this_dataset":1,"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."}