{"url":"/dataset/msu-video-alignment-and-retrieval-benchmark","name":"MSU Video Alignment and Retrieval Benchmark Suite","full_name":"MSU Video Alignment and Retrieval Benchmark Suite","description_markdown":"Frame-to-frame video alignment/synchronization","description_withheld":null,"homepage":"https://videoprocessing.ai/benchmarks/aligners.html","introduced_date":"2022-01-14","introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[{"name":"Videos","url":"/datasets/modality/videos"}],"tasks":[{"name":"Video Alignment","url":"/task/video-alignment","datasets_with_task":"/datasets/task/video-alignment"},{"name":"Video Synchronization","url":"/task/video-synchronization","datasets_with_task":"/datasets/task/video-synchronization"}],"languages":[{"name":"English","url":"/datasets/language/english"},{"name":"Russian","url":"/datasets/language/russian"}],"variants":["0","MSU Video Alignment and Retrieval Benchmark Suite"],"data_loaders":[],"num_papers_in_archive":3,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/video-alignment-on-msu-video-alignment-and","task":"Video Alignment","dataset_variant":"MSU Video Alignment and Retrieval Benchmark Suite","rows":4,"metrics":["Accuracy w/ 3 frames error (Light)","Accuracy w/ 3 frames error (Medium geometric)","Accuracy w/ 3 frames error (Medium color)","Accuracy w/ 3 frames error (Hard)"],"first_row_in_archive_order":{"model":"VQMT3D","paper":"/paper/accurate-method-of-temporal-shift-estimation","metrics":{"Accuracy w/ 3 frames error (Hard)":"0","Accuracy w/ 3 frames error (Light)":"0.3219","Accuracy w/ 3 frames error (Medium color)":"0.3255","Accuracy w/ 3 frames error (Medium geometric)":"0.2625"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/shot-by-shot-movie-version-comparison","title":"Shot-by-Shot Movie Version Comparison","date":"2018-12-01","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/accurate-method-of-temporal-shift-estimation","title":"ACCURATE METHOD OF TEMPORAL-SHIFT ESTIMATION FOR 3D VIDEO","date":"2018-06-03","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/lamv-learning-to-align-and-match-videos-with","title":"LAMV: Learning to Align and Match Videos With Kernelized Temporal Layers","date":"2018-06-01","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."}