{"url":"/sota/point-interactive-image-colorization-on","task":{"name":"Point-interactive Image Colorization","url":"/task/point-interactive-image-colorization","note":null},"dataset":{"name":"ImageNet ctest10k","url":"/dataset/imagenet-ctest10k"},"category":"Computer Vision","categories":["Computer Vision"],"category_note":null,"description":"__Point-interactive colorization__ is a task of colorizing images given user-guided clicks containing colors (a.k.a color hints). \r\nUnlike unconditional image colorization, which is an underdetermined problem by nature, point-interactive colorization aims to generate images containing specific colors given by the user. \r\n\r\nPoint-interactive colorization is evaluated by providing simulated user hints from the groundtruth color image. \r\nFollowing the [iColoriT protocol](https://arxiv.org/abs/2207.06831), user hints have a size of 2x2 pixels and color is given as the average color within the 2x2 pixels.","description_from":"task","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","rank":"the archive's row order at snapshot; not re-ranked","rows_end_at":"2025-07-28","rows_withheld_as_spam":0,"metric_values":"the archive's strings, untouched"},"metrics":["PSNR@10","PSNR@1","PSNR@100"],"metric_direction":{"note":"inferred from the metric name only (the archive records no direction); null = not inferred, chart draws points only","by_metric":{"PSNR@10":"higher","PSNR@1":"higher","PSNR@100":"higher"}},"counts":{"rows":4,"rows_with_code":4,"rows_with_paper_page":4,"rows_dated":4,"rows_using_additional_data":1},"rows":[{"rank_in_archive_order":1,"model":"iColoriT","metrics":{"PSNR@1":"27.474","PSNR@10":"30.626","PSNR@100":"33.787"},"uses_additional_data":false,"paper_date":"2022-07-14","paper":"/paper/icolorit-towards-propagating-local-hint-to","paper_url":"https://arxiv.org/abs/2207.06831v4","paper_title":"iColoriT: Towards Propagating Local Hint to the Right Region in Interactive Colorization by Leveraging Vision Transformer","code":"https://github.com/pmh9960/iColoriT","n_code_links":1,"syntology":null},{"rank_in_archive_order":2,"model":"InstColor","metrics":{"PSNR@1":"27.275","PSNR@10":"29.108","PSNR@100":"31.37"},"uses_additional_data":true,"paper_date":"2020-05-21","paper":"/paper/instance-aware-image-colorization","paper_url":"https://arxiv.org/abs/2005.10825v1","paper_title":"Instance-aware Image Colorization","code":"https://github.com/ericsujw/InstColorization","n_code_links":2,"syntology":{"n_ran":0,"n_unverified":7,"n_samples":7,"n_pointer_only_licence":0}},{"rank_in_archive_order":3,"model":"iDeepColor","metrics":{"PSNR@1":"26.937","PSNR@10":"29.009","PSNR@100":"31.58"},"uses_additional_data":false,"paper_date":"2017-05-08","paper":"/paper/real-time-user-guided-image-colorization-with","paper_url":"http://arxiv.org/abs/1705.02999v1","paper_title":"Real-Time User-Guided Image Colorization with Learned Deep Priors","code":"https://github.com/junyanz/interactive-deep-colorization","n_code_links":3,"syntology":null},{"rank_in_archive_order":4,"model":"SWF","metrics":{"PSNR@1":"23.119","PSNR@10":"24.232","PSNR@100":"27.099"},"uses_additional_data":false,"paper_date":"2019-05-17","paper":"/paper/side-window-filtering","paper_url":"https://arxiv.org/abs/1905.07177v1","paper_title":"Side Window Filtering","code":"https://github.com/wang-kangkang/SideWindowFilter-pytorch","n_code_links":1,"syntology":null}],"since_archive":{"present":false,"note":"No Syntology-extracted rows are published in this build."},"syntology":{"read_at":"2026-09-24T18:15:14+00:00","claim":"Per row: N of M harvested code samples from that row's paper executed on a synthesized fixture; the other M-N are unverified. Not a reproduction of the row's number; not a correctness claim. n_pointer_only_licence counts samples the site points at rather than redistributes (a licence axis, independent of ran/unverified).","rows_with_graph_line":1,"rows_with_any_sample_ran":0,"distinct_papers_with_graph_line":1,"distinct_papers_with_any_sample_ran":0,"samples_over_distinct_papers":{"n_ran":0,"n_unverified":7,"n_samples":7,"n_pointer_only_licence":0,"note":"each paper (arXiv id) counted once, however many rows it is behind; this is the page-level figure"},"samples_row_weighted":{"n_ran":0,"n_unverified":7,"n_samples":7,"n_pointer_only_licence":0,"note":"row-weighted: a paper behind several rows is counted once per row; inflated relative to samples_over_distinct_papers by design, kept for readers summing the per-row syntology blocks"}}}