{"url":"/dataset/vot2018","name":"VOT2018","full_name":"VOT2018","description_markdown":"**VOT2018** is a dataset for visual object tracking. It consists of 60 challenging videos collected from real-life datasets.\r\n\r\nSource: [Remove Cosine Window from Correlation Filter-based Visual Trackers: When and How](https://arxiv.org/abs/1905.06648)\r\nImage Source: [https://www.researchgate.net/figure/Screenshots-of-the-tracking-result-from-the-proposed-algorithm-from-VOT2018-dataset-bag_fig2_336038770](https://www.researchgate.net/figure/Screenshots-of-the-tracking-result-from-the-proposed-algorithm-from-VOT2018-dataset-bag_fig2_336038770)","description_withheld":null,"homepage":"https://www.votchallenge.net/vot2018/dataset.html","introduced_date":"2018-01-01","introduced_date_note":null,"introduced_by":{"paper":null,"title":"The Sixth Visual Object Tracking VOT2018 Challenge Results","first_author":null,"url":"https://doi.org/10.1007/978-3-030-11009-3_1"},"license":{"name":"Unknown","url":null},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Videos","url":"/datasets/modality/videos"}],"tasks":[{"name":"Object Tracking","url":"/task/object-tracking","datasets_with_task":"/datasets/task/object-tracking"},{"name":"Visual Object Tracking","url":"/task/visual-object-tracking","datasets_with_task":"/datasets/task/visual-object-tracking"}],"languages":[],"variants":["VOT2018","VOT-2018"],"data_loaders":[{"repo":"https://github.com/tzing/t-cnn","url":"https://github.com/tzing/t-cnn","frameworks":["tf","pytorch"]}],"num_papers_in_archive":129,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/visual-object-tracking-on-vot2018","task":"Visual Object Tracking","dataset_variant":"VOT2018","rows":2,"metrics":["Expected Average Overlap (EAO)","Accuracy"],"first_row_in_archive_order":{"model":"TREG","paper":"/paper/target-transformed-regression-for-accurate","metrics":{"Accuracy":"61.2","Expected Average Overlap (EAO)":"0.496"},"code_links":[{"title":"MCG-NJU/TREG","url":"https://github.com/MCG-NJU/TREG"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/target-transformed-regression-for-accurate","title":"Target Transformed Regression for Accurate Tracking","date":"2021-04-01","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/ocean-object-aware-anchor-free-tracking","title":"Ocean: Object-aware Anchor-free Tracking","date":"2020-06-18","rows_on_this_dataset":1,"code_links":4,"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."}