{"url":"/task/point-interactive-image-colorization","name":"Point-interactive Image Colorization","slug":"point-interactive-image-colorization","description_markdown":"__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.","categories":[{"name":"Computer Vision","url":"/area/computer-vision"}],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"archive_url"},"counts":{"papers_tagged":4,"papers_with_code":4,"benchmarks":3,"benchmark_tables_in_archive":3,"benchmark_tables_shown":3,"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":3,"subtasks":0,"parent_tasks":1},"benchmarks":[{"leaderboard":"/sota/point-interactive-image-colorization-on-1","slug":"point-interactive-image-colorization-on-1","dataset":"Oxford 102 Flowers","dataset_url":"/dataset/oxford-102-flower","rows_in_archive":7,"metrics":["PSNR@10","PSNR@1","PSNR@100"],"first_row_in_archive_order":{"model":"iColoriT","paper_title":"iColoriT: Towards Propagating Local Hint to the Right Region in Interactive Colorization by Leveraging Vision Transformer","paper_url":"/paper/icolorit-towards-propagating-local-hint-to","paper_date":"2022-07-14","arxiv_id":"2207.06831","code_links":[{"title":"pmh9960/iColoriT","url":"https://github.com/pmh9960/iColoriT"}],"syntology":null}},{"leaderboard":"/sota/point-interactive-image-colorization-on-cub","slug":"point-interactive-image-colorization-on-cub","dataset":"CUB-200-2011","dataset_url":"/dataset/cub-200-2011","rows_in_archive":7,"metrics":["PSNR@10","PSNR@1","PSNR@100"],"first_row_in_archive_order":{"model":"iColoriT","paper_title":"iColoriT: Towards Propagating Local Hint to the Right Region in Interactive Colorization by Leveraging Vision Transformer","paper_url":"/paper/icolorit-towards-propagating-local-hint-to","paper_date":"2022-07-14","arxiv_id":"2207.06831","code_links":[{"title":"pmh9960/iColoriT","url":"https://github.com/pmh9960/iColoriT"}],"syntology":null}},{"leaderboard":"/sota/point-interactive-image-colorization-on","slug":"point-interactive-image-colorization-on","dataset":"ImageNet ctest10k","dataset_url":"/dataset/imagenet-ctest10k","rows_in_archive":4,"metrics":["PSNR@10","PSNR@1","PSNR@100"],"first_row_in_archive_order":{"model":"iColoriT","paper_title":"iColoriT: Towards Propagating Local Hint to the Right Region in Interactive Colorization by Leveraging Vision Transformer","paper_url":"/paper/icolorit-towards-propagating-local-hint-to","paper_date":"2022-07-14","arxiv_id":"2207.06831","code_links":[{"title":"pmh9960/iColoriT","url":"https://github.com/pmh9960/iColoriT"}],"syntology":null}}],"datasets":[{"url":"/dataset/cub-200-2011","name":"CUB-200-2011","full_name":"Caltech-UCSD Birds-200-2011","num_papers_in_archive":2235},{"url":"/dataset/oxford-102-flower","name":"Oxford 102 Flower","full_name":"102 Category Flower Dataset","num_papers_in_archive":1307},{"url":"/dataset/imagenet-ctest10k","name":"ImageNet ctest10k","full_name":"","num_papers_in_archive":9}],"subtasks":[],"parent_tasks":[{"url":"/task/colorization","name":"Colorization"}],"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":4,"of":4,"tagged_in_all":4,"items":[{"url":"/paper/real-time-user-guided-image-colorization-with","title":"Real-Time User-Guided Image Colorization with Learned Deep Priors","date":"2017-05-08","arxiv_id":"1705.02999","repositories_listed":3,"syntology":null},{"url":"/paper/instance-aware-image-colorization","title":"Instance-aware Image Colorization","date":"2020-05-21","arxiv_id":"2005.10825","repositories_listed":2,"syntology":{"n":7,"n_ran":0,"n_unverified":7,"n_pointer_only":0}},{"url":"/paper/icolorit-towards-propagating-local-hint-to","title":"iColoriT: Towards Propagating Local Hint to the Right Region in Interactive Colorization by Leveraging Vision Transformer","date":"2022-07-14","arxiv_id":"2207.06831","repositories_listed":1,"syntology":null},{"url":"/paper/side-window-filtering","title":"Side Window Filtering","date":"2019-05-17","arxiv_id":"1905.07177","repositories_listed":1,"syntology":null}],"syntology_records":1,"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'); 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