{"doi":"10.1109/iccv51070.2023.00371","title":"Segment Anything","abstract":"We introduce the Segment Anything (SA) project: a new task, model, and dataset for image segmentation. Using our efficient model in a data collection loop, we built the largest segmentation dataset to date (by far), with over 1 billion masks on 11M licensed and privacy respecting images. The model is designed and trained to be promptable, so it can transfer zero-shot to new image distributions and tasks. We evaluate its capabilities on numerous tasks and find that its zero-shot performance is impressive – often competitive with or even superior to prior fully supervised results. We are releasing the Segment Anything Model (SAM) and corresponding dataset (SA-1B) of 1B masks and 11M images at segment-anything.com to foster research into foundation models for computer vision. We recommend reading the full paper at: arxiv.org/abs/2304.02643.","journal":"2023 IEEE/CVF International Conference on Computer Vision (ICCV)","year":2023,"id":8506,"datarank":11.982595174679002,"base_score":8.978660489639687,"endowment":8.978660489639687,"self_citation_contribution":1.3467990734459532,"citation_network_contribution":10.63579610123305,"self_endowment_contribution":1.3467990734459532,"citer_contribution":10.63579610123305,"corpus_percentile":99.6,"corpus_rank":1126,"citation_count":7931,"citer_count":200,"citers_with_citation_signal":200,"citers_with_endowment":200,"datacite_reuse_total":0,"is_dataset":true,"is_oa":false,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2023-10-01","authors":[{"id":73971,"name":"Eric Mintun","orcid":null,"position":1,"is_corresponding":false},{"id":73972,"name":"Nikhila Ravi","orcid":"0000-0003-0097-5222","position":2,"is_corresponding":false},{"id":73973,"name":"Hanzi Mao","orcid":"0000-0002-2186-2991","position":3,"is_corresponding":false},{"id":73974,"name":"Chloe Rolland","orcid":null,"position":4,"is_corresponding":false},{"id":73975,"name":"Laura Gustafson","orcid":null,"position":5,"is_corresponding":false},{"id":73976,"name":"Tete Xiao","orcid":"0009-0006-6440-2393","position":6,"is_corresponding":false},{"id":73977,"name":"Spencer Whitehead","orcid":null,"position":7,"is_corresponding":false},{"id":33816,"name":"Alexander C. Berg","orcid":null,"position":8,"is_corresponding":false},{"id":73978,"name":"Wan-Yen Lo","orcid":null,"position":9,"is_corresponding":false},{"id":11163,"name":"Piotr Dollar","orcid":null,"position":10,"is_corresponding":false},{"id":2013,"name":"Ross Girshick","orcid":null,"position":11,"is_corresponding":false},{"id":73979,"name":"Alexander M. Kirillov","orcid":"0000-0002-2052-5280","position":12,"is_corresponding":false},{"id":73980,"name":"Wan‐Yen Lo","orcid":null,"position":13,"is_corresponding":false},{"id":57341,"name":"Alexander Kirillov","orcid":"0000-0003-3169-3199","position":0,"is_corresponding":true}],"reference_count":115,"raw_metadata":{"citation_network_status":"fetched"},"created_at":"2026-03-01T18:20:47.508186Z","pmid":null,"pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}