{"url":"/dataset/x4k1000fps","name":"X4K1000FPS","full_name":null,"description_markdown":"Dataset of high-resolution (4096×2160), high-fps (1000fps) video frames with extreme motion.\r\nX-TEST consists of 15 video clips with 33-length of 4K-1000fps frames. \r\nX-TRAIN consists of 4,408 clips from various types of 110 scenes. The clips are 65-length of 1000fps frames\r\n\r\nSource: [XVFI: eXtreme Video Frame Interpolation](https://arxiv.org/abs/2103.16206)\r\nImage Source: [GitHub](https://github.com/JihyongOh/XVFI)","description_withheld":null,"homepage":"https://github.com/JihyongOh/XVFI#X4K1000FPS","introduced_date":"2021-03-30","introduced_date_note":null,"introduced_by":{"paper":"/paper/xvfi-extreme-video-frame-interpolation","title":"XVFI: eXtreme Video Frame Interpolation","first_author":"Hyeonjun Sim","url":null},"license":{"name":"VIC Lab.","url":null},"modalities":[{"name":"Videos","url":"/datasets/modality/videos"}],"tasks":[{"name":"Video Frame Interpolation","url":"/task/video-frame-interpolation","datasets_with_task":"/datasets/task/video-frame-interpolation"},{"name":"eXtreme-Video-Frame-Interpolation","url":"/task/extreme-video-frame-interpolation","datasets_with_task":"/datasets/task/extreme-video-frame-interpolation"}],"languages":[],"variants":["X4K1000FPS"],"data_loaders":[{"repo":"https://github.com/JihyongOh/XVFI","url":"https://github.com/JihyongOh/XVFI/blob/main/utils.py","frameworks":["pytorch"]}],"num_papers_in_archive":27,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/video-frame-interpolation-on-x4k1000fps","task":"Video Frame Interpolation","dataset_variant":"X4K1000FPS","rows":20,"metrics":["PSNR","SSIM","tOF","Speed (ms/f)"],"first_row_in_archive_order":{"model":"HiFI","paper":"/paper/high-resolution-frame-interpolation-with","metrics":{"PSNR":"32.92","SSIM":"0.931"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/high-resolution-frame-interpolation-with","title":"High-Resolution Frame Interpolation with Patch-based Cascaded Diffusion","date":"2024-10-15","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/vfimamba-video-frame-interpolation-with-state","title":"VFIMamba: Video Frame Interpolation with State Space Models","date":"2024-07-02","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":8,"samples_ran":8,"samples_unverified":0,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/biformer-learning-bilateral-motion-estimation","title":"BiFormer: Learning Bilateral Motion Estimation via Bilateral Transformer for 4K Video Frame Interpolation","date":"2023-04-05","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/extracting-motion-and-appearance-via-inter","title":"Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation","date":"2023-03-01","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":12,"samples_ran":10,"samples_unverified":2,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/efficient-feature-extraction-for-high","title":"Efficient Feature Extraction for High-resolution Video Frame Interpolation","date":"2022-11-25","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/a-unified-pyramid-recurrent-network-for-video","title":"A Unified Pyramid Recurrent Network for Video Frame Interpolation","date":"2022-11-07","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/deep-bayesian-video-frame-interpolation","title":"Deep Bayesian Video Frame Interpolation","date":"2022-10-23","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/neighbor-correspondence-matching-for-flow","title":"Neighbor Correspondence Matching for Flow-based Video Frame Synthesis","date":"2022-07-14","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/enhanced-bi-directional-motion-estimation-for","title":"Enhanced Bi-directional Motion Estimation for Video Frame Interpolation","date":"2022-06-17","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/many-to-many-splatting-for-efficient-video","title":"Many-to-many Splatting for Efficient Video Frame Interpolation","date":"2022-04-07","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/enhanced-correlation-matching-based-video","title":"Enhanced Correlation Matching based Video Frame Interpolation","date":"2021-11-17","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/asymmetric-bilateral-motion-estimation-for","title":"Asymmetric Bilateral Motion Estimation for Video Frame Interpolation","date":"2021-08-15","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":13,"samples_ran":2,"samples_unverified":11,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/xvfi-extreme-video-frame-interpolation","title":"XVFI: eXtreme Video Frame Interpolation","date":"2021-03-30","rows_on_this_dataset":2,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":5,"samples_ran":4,"samples_unverified":1,"pointer_only_for_licence":5,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/featureflow-robust-video-interpolation-via","title":"FeatureFlow: Robust Video Interpolation via Structure-to-Texture Generation","date":"2020-06-01","rows_on_this_dataset":2,"code_links":1,"syntology":null},{"paper":"/paper/learning-spatial-transform-for-video-frame","title":"AdaCoF: Adaptive Collaboration of Flows for Video Frame Interpolation","date":"2019-07-24","rows_on_this_dataset":2,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":6,"samples_ran":2,"samples_unverified":4,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/depth-aware-video-frame-interpolation","title":"Depth-Aware Video Frame Interpolation","date":"2019-04-01","rows_on_this_dataset":2,"code_links":5,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":15,"samples_ran":3,"samples_unverified":12,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":6,"samples_harvested":59,"samples_ran":29,"samples_unverified":30,"pointer_only_for_licence":5,"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."}