{"url":"/dataset/rclicks","name":"RClicks","full_name":null,"description_markdown":"We conducted a large crowdsourcing study of click patterns in an interactive segmentation scenario and collected 475K real-user clicks. Drawing on ideas from saliency tasks, we develop a clickability model that enables sampling clicks, which closely resemble actual user inputs. Using our model and dataset, we propose RClicks benchmark for a comprehensive comparison of existing interactive segmentation methods on realistic clicks. Specifically, we evaluate not only the average quality of methods, but also the robustness w.r.t. click patterns.","description_withheld":null,"homepage":"","introduced_date":"2024-10-15","introduced_date_note":null,"introduced_by":{"paper":"/paper/rclicks-realistic-click-simulation-for","title":"RClicks: Realistic Click Simulation for Benchmarking Interactive Segmentation","first_author":"Anton Antonov","url":null},"license":{"name":"CC BY-NC 4.0","url":"https://creativecommons.org/licenses/by-nc/4.0/deed.en"},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Interactive","url":"/datasets/modality/interactive"},{"name":"Tabular","url":"/datasets/modality/tabular"},{"name":"Tables","url":"/datasets/modality/tables"},{"name":"Actions","url":"/datasets/modality/actions"}],"tasks":[{"name":"Interactive Segmentation","url":"/task/interactive-segmentation","datasets_with_task":"/datasets/task/interactive-segmentation"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["RClicks"],"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."}