{"url":"/task/spectral-super-resolution","name":"Spectral Super-Resolution","slug":"spectral-super-resolution","description_markdown":null,"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":"derived"},"counts":{"papers_tagged":18,"papers_with_code":6,"benchmarks":0,"benchmark_tables_in_archive":0,"benchmark_tables_shown":0,"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":0,"subtasks":0,"parent_tasks":1},"benchmarks":[],"datasets":[],"subtasks":[],"parent_tasks":[{"url":"/task/image-restoration","name":"Image Restoration"}],"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":6,"of":6,"tagged_in_all":18,"items":[{"url":"/paper/mst-multi-stage-spectral-wise-transformer-for","title":"MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction","date":"2022-04-17","arxiv_id":"2204.07908","repositories_listed":3,"syntology":{"n":3,"n_ran":3,"n_unverified":0,"n_pointer_only":3}},{"url":"/paper/model-guided-network-with-cluster-based","title":"Model-Guided Network with Cluster-Based Operators for Spatio-Spectral Super-Resolution","date":"2025-05-30","arxiv_id":"2505.24605","repositories_listed":1,"syntology":null},{"url":"/paper/frequency-estimation-using-complex-valued","title":"Frequency Estimation Using Complex-Valued Shifted Window Transformer","date":"2023-09-17","arxiv_id":"2309.09352","repositories_listed":1,"syntology":null},{"url":"/paper/hprn-holistic-prior-embedded-relation-network","title":"HPRN: Holistic Prior-embedded Relation Network for Spectral Super-Resolution","date":"2021-12-29","arxiv_id":"2112.14608","repositories_listed":1,"syntology":null},{"url":"/paper/an-efficient-cnn-for-spectral-reconstruction","title":"An efficient CNN for spectral reconstruction from RGB images","date":"2018-04-12","arxiv_id":"1804.04647","repositories_listed":1,"syntology":null},{"url":"/paper/learned-spectral-super-resolution","title":"Learned Spectral Super-Resolution","date":"2017-03-28","arxiv_id":"1703.09470","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'); 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"}}