{"url":"/task/reference-based-video-super-resolution","name":"Reference-based Video Super-Resolution","slug":"reference-based-video-super-resolution","description_markdown":"Reference-based video super-resolution (RefVSR) is an expansion of reference-based super-resolution (RefSR) to the video super-resolution (VSR). RefVSR inherits the objectives of both RefSR and VSR tasks and utilizes a Ref video for reconstructing an HR video from an LR video\r\nvideo from an LR video.","categories":[{"name":"Computer Vision","url":"/area/computer-vision"},{"name":"Graphs","url":"/area/graphs"}],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"archive_url"},"counts":{"papers_tagged":5,"papers_with_code":3,"benchmarks":1,"benchmark_tables_in_archive":1,"benchmark_tables_shown":1,"benchmark_tables_withheld_as_spam":0,"benchmark_definition":"a leaderboard table with at least one row; benchmark_tables_shown also counts the zero-row tables; benchmark_tables_in_archive adds the tables withheld as spam","datasets":1,"subtasks":0,"parent_tasks":1},"benchmarks":[{"leaderboard":"/sota/reference-based-video-super-resolution-on","slug":"reference-based-video-super-resolution-on","dataset":"RealMCVSR","dataset_url":"/dataset/realmcvsr-dataset","rows_in_archive":10,"metrics":["PSNR"],"first_row_in_archive_order":{"model":"RefVSR-IR-ℓ1","paper_title":"Reference-based Video Super-Resolution Using Multi-Camera Video Triplets","paper_url":"/paper/reference-based-video-super-resolution-using","paper_date":"2022-03-28","arxiv_id":"2203.14537","code_links":[{"title":"codeslake/RefVSR","url":"https://github.com/codeslake/RefVSR"}],"syntology":null}}],"datasets":[{"url":"/dataset/realmcvsr-dataset","name":"RealMCVSR","full_name":"Real-world Multi-Camera Video Super-Resolution","num_papers_in_archive":4}],"subtasks":[],"parent_tasks":[{"url":"/task/super-resolution","name":"Super-Resolution"}],"papers":{"order":"repositories listed in the archive (desc), then date (desc); the archive holds no stars","population":"papers tagged with this task that list at least one repository in the archive","shown":3,"of":3,"tagged_in_all":5,"items":[{"url":"/paper/reference-based-image-and-video-super","title":"Reference-based Image and Video Super-Resolution via C2-Matching","date":"2022-12-19","arxiv_id":"2212.09581","repositories_listed":1,"syntology":null},{"url":"/paper/reference-based-video-super-resolution-using","title":"Reference-based Video Super-Resolution Using Multi-Camera Video Triplets","date":"2022-03-28","arxiv_id":"2203.14537","repositories_listed":1,"syntology":null},{"url":"/paper/efenet-reference-based-video-super-resolution","title":"EFENet: Reference-based Video Super-Resolution with Enhanced Flow Estimation","date":"2021-10-15","arxiv_id":"2110.07797","repositories_listed":1,"syntology":null}],"syntology_records":0,"syntology_note":"a paper without a record is not a recorded non-run: it may lack an arXiv id or simply be absent from the graph layer"},"description_links":{"kept":0,"unwrapped_to_text":0,"bare_urls_linked":0,"relative_images_dropped":0,"rule":"internal links are kept only when the target slug exists in the catalog"},"syntology":{"read_at":"2026-09-24T18:15:14+00:00","claim":"Per-sample execution status on synthesized fixtures ('ran N of M samples'); not a correctness claim and not a ranking signal.","status_vocabulary":{"ran_honours":"ran, honoured the contract we drafted","ran_violates":"ran, violated the contract we drafted","ran_draft_wrong":"ran; our contract draft was wrong, not the code","ran_fixture":"ran; our fixture could not drive it","ran":"ran on a synthesized input","unverified":"unverified (harvested, no recorded run)"}},"not_shown":{"libraries":"the archive has no per-task library table","trend_sparklines":"the Trend column of the benchmarks table was a rendered image; it is not in the archive","social_and_latest_sorts":"stars and social signals are not in the archive"}}