{"url":"/dataset/videoattentiontarget","name":"VideoAttentionTarget","full_name":null,"description_markdown":"A dataset with fully annotated attention targets in video for attention target estimation.","description_withheld":null,"homepage":"","introduced_date":"2020-03-05","introduced_date_note":null,"introduced_by":{"paper":"/paper/detecting-attended-visual-targets-in-video","title":"Detecting Attended Visual Targets in Video","first_author":"Eunji Chong","url":null},"license":null,"modalities":[{"name":"Videos","url":"/datasets/modality/videos"}],"tasks":[{"name":"Gaze Target Estimation","url":"/task/gaze-target-estimation","datasets_with_task":"/datasets/task/gaze-target-estimation"}],"languages":[],"variants":["VideoAttentionTarget"],"data_loaders":[],"num_papers_in_archive":19,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/gaze-target-estimation-on","task":"Gaze Target Estimation","dataset_variant":"VideoAttentionTarget","rows":1,"metrics":["AUC","AP","Average Distance"],"first_row_in_archive_order":{"model":"ViTGaze","paper":"/paper/vitgaze-gaze-following-with-interaction","metrics":{"AP":"0.905","AUC":"0.938","Average Distance":"0.102"},"code_links":[{"title":"hustvl/vitgaze","url":"https://github.com/hustvl/vitgaze"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/vitgaze-gaze-following-with-interaction","title":"ViTGaze: Gaze Following with Interaction Features in Vision Transformers","date":"2024-03-19","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."}