{"url":"/dataset/tape","name":"TAPE","full_name":"resToration of digitized Analog videotaPEs","description_markdown":"A dataset of videos synthetically degraded with Adobe After Effects to exhibit artifacts resembling those of real-world analog videotapes. The original high-quality videos belong to the Venice scene of the Harmonic dataset. The artifacts taken into account are: 1) tape mistracking; 2) VHS edge waving; 3) chroma loss along the scanlines; 4) tape noise; 5) undersaturation. The dataset comprises a total of 26,392 frames corresponding to 40 clips. The clips are randomly divided into training and test sets with a 75%-25% ratio.","description_withheld":null,"homepage":"https://github.com/miccunifi/TAPE","introduced_date":"2023-10-20","introduced_date_note":null,"introduced_by":{"paper":"/paper/reference-based-restoration-of-digitized","title":"Reference-based Restoration of Digitized Analog Videotapes","first_author":"Lorenzo Agnolucci","url":null},"license":null,"modalities":[{"name":"Videos","url":"/datasets/modality/videos"}],"tasks":[{"name":"Video Restoration","url":"/task/video-restoration","datasets_with_task":"/datasets/task/video-restoration"},{"name":"Analog Video Restoration","url":"/task/analog-video-restoration","datasets_with_task":"/datasets/task/analog-video-restoration"}],"languages":[],"variants":["TAPE"],"data_loaders":[],"num_papers_in_archive":7,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/analog-video-restoration-on-tape","task":"Analog Video Restoration","dataset_variant":"TAPE","rows":7,"metrics":["PSNR","SSIM","LPIPS","VMAF"],"first_row_in_archive_order":{"model":"TAPE","paper":"/paper/reference-based-restoration-of-digitized","metrics":{"LPIPS":"0.052","PSNR":"35.53","SSIM":"0.946","VMAF":"83.61"},"code_links":[{"title":"miccunifi/tape","url":"https://github.com/miccunifi/tape"},{"title":"miccunifi/analog-video-restoration","url":"https://github.com/miccunifi/analog-video-restoration"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/restoration-of-analog-videos-using-swin-unet","title":"Restoration of Analog Videos Using Swin-UNet","date":"2023-11-07","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/reference-based-restoration-of-digitized","title":"Reference-based Restoration of Digitized Analog Videotapes","date":"2023-10-20","rows_on_this_dataset":1,"code_links":2,"syntology":null},{"paper":"/paper/recurrent-video-restoration-transformer-with","title":"Recurrent Video Restoration Transformer with Guided Deformable Attention","date":"2022-06-05","rows_on_this_dataset":1,"code_links":4,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":14,"samples_ran":7,"samples_unverified":7,"pointer_only_for_licence":5,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/multi-scale-memory-based-video-deblurring","title":"Multi-Scale Memory-Based Video Deblurring","date":"2022-04-06","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":13,"samples_ran":5,"samples_unverified":8,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/bringing-old-films-back-to-life","title":"Bringing Old Films Back to Life","date":"2022-03-31","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/memory-augmented-non-local-attention-for","title":"Memory-Augmented Non-Local Attention for Video Super-Resolution","date":"2021-08-25","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":1,"samples_ran":0,"samples_unverified":1,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/basicvsr-improving-video-super-resolution","title":"BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment","date":"2021-04-27","rows_on_this_dataset":1,"code_links":3,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":3,"samples_harvested":28,"samples_ran":12,"samples_unverified":16,"pointer_only_for_licence":5,"papers_with_no_sample_that_ran":1,"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."}