{"url":"/task/blind-image-quality-assessment","name":"Blind Image Quality Assessment","slug":"blind-image-quality-assessment","description_markdown":"To avoid duplication and fragmentation, use the [No-Reference Image Quality Assessment (NR-IQA)](https://paperswithcode.com/task/no-reference-image-quality-assessment) task.","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":46,"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":3,"subtasks":0,"parent_tasks":1},"benchmarks":[],"datasets":[{"url":"/dataset/msu-video-quality-metrics-benchmark","name":"MSU NR VQA Database","full_name":"MSU No-Reference Video Quality Assessment Database","num_papers_in_archive":20},{"url":"/dataset/uhd-iqa","name":"UHD-IQA","full_name":"","num_papers_in_archive":9},{"url":"/dataset/piq23","name":"PIQ23","full_name":"","num_papers_in_archive":5}],"subtasks":[],"parent_tasks":[{"url":"/task/no-reference-image-quality-assessment","name":"No-Reference Image Quality Assessment"}],"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":46,"items":[{"url":"/paper/taylor-expansion-based-kolmogorov-arnold","title":"Taylor expansion-based Kolmogorov-Arnold network for blind image quality assessment","date":"2025-05-27","arxiv_id":"2505.21592","repositories_listed":1,"syntology":null},{"url":"/paper/attention-down-sampling-transformer-relative","title":"Attention Down-Sampling Transformer, Relative Ranking and Self-Consistency for Blind Image Quality Assessment","date":"2024-09-11","arxiv_id":"2409.07115","repositories_listed":1,"syntology":null},{"url":"/paper/global-local-progressive-integration-network","title":"No-Reference Image Quality Assessment with Global-Local Progressive Integration and Semantic-Aligned Quality Transfer","date":"2024-08-07","arxiv_id":"2408.03885","repositories_listed":1,"syntology":null},{"url":"/paper/uhd-iqa-benchmark-database-pushing-the","title":"UHD-IQA Benchmark Database: Pushing the Boundaries of Blind Photo Quality Assessment","date":"2024-06-25","arxiv_id":"2406.17472","repositories_listed":1,"syntology":null},{"url":"/paper/ddr-exploiting-deep-degradation-response-as","title":"DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor","date":"2024-06-12","arxiv_id":"2406.08377","repositories_listed":1,"syntology":{"n":1,"n_ran":0,"n_unverified":1,"n_pointer_only":1}},{"url":"/paper/bridging-the-synthetic-to-authentic-gap","title":"Bridging the Synthetic-to-Authentic Gap: Distortion-Guided Unsupervised Domain Adaptation for Blind Image Quality Assessment","date":"2024-05-07","arxiv_id":"2405.04167","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":1,"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"}}