{"about":{"non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","site":"https://codewithpapers.app","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page","syntology":{"site":"https://syntology.ai","developers":"https://syntology.ai/developers","mcp":{"server":"https://syntology.ai/mcp","transport":"streamable-http","server_card":"https://syntology.ai/.well-known/mcp/server-card.json","auth":{"type":"trial token, no account","trial_token":"https://syntology.ai/api/oauth/trial/token","method":"POST","docs":"https://syntology.ai/developers"}},"have":"https://syntology.ai/api/graph/have?x=<method, arXiv id or title> (free, answers coverage only)","paper_base":"https://syntology.ai/paper/","atlas_base":"https://app.syntology.ai/?focus="},"machine_readable":[{"url":"https://codewithpapers.app/llms.txt","what":"the machine catalog: every machine-readable file, counted"},{"url":"https://codewithpapers.app/index/manifest.json","what":"paper-to-code index by arXiv id, with Syntology's counts"},{"url":"https://codewithpapers.app/search/manifest.json","what":"site search index (titles, authors) and its files"},{"url":"https://codewithpapers.app/download","what":"bulk files: Syntology's layer, described there"},{"url":"https://codewithpapers.app/build_manifest.json","what":"the build record: inputs, counts, exclusions, probes"}]},"url":"/task/face-clustering/papers/ran/1","list_of":"/task/face-clustering","task":"Face Clustering","archive":{"snapshot":"2025-07-28"},"key_notes":{"n_ran_checked":"legacy name, kept unchanged so existing readers do not break: it counts the samples that ran with no instrument failure (honoured, violated, and ran with no contract checked); it does not mean a contract was checked, and the pages print it as 'K with no instrument failure', not 'K checked'","n_constructed":"a sub-count of the samples that ran, never subtracted from them and never a failure: an executed sample whose run returned an instance of its own class (fixture_out_type equals the entry name): the run built an object and did not compute a result (Syntology's RAN record, counts.constructed)"},"syntology_read_at":"2026-09-28T10:30:06+00:00","order":"ran","order_definition":"only papers where Syntology ran at least one harvested sample; date (newest first), ties by arXiv id","caption":"We ran code from the paper's repository; we did not run it on this task or check it against the task's benchmarks.","absence":"A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.","page":1,"pages_in_order":1,"rows_per_page":100,"rows":[1,6],"of":6,"counts":{"archive_papers_tagged":62,"with_a_code_link":22,"where_syntology_ran_a_sample":6,"not_listed_spam_title":0,"listed":62,"listed_where_code_ran":6,"where_syntology_ran_a_sample_split":{"with_a_run_with_no_instrument_failure":5,"every_run_a_failure_of_syntologys_instrument":1,"listed_with_a_run_with_no_instrument_failure":5,"listed_every_run_a_failure_of_syntologys_instrument":1,"filter":{"states":["a run with no instrument failure","any run, instrument failures included"],"default":"a run with no instrument failure","note":"on the 'only where code ran' pages the default hides, in the browser, the rows where every run was a failure of Syntology's instrument; the second state shows them again. Rows are hidden, never re-ordered; these twins list every row"}},"definition":"distinct papers the archive tags; 'where Syntology ran a sample' counts papers with at least one harvested sample that ran, which is not a correctness claim"},"first_page":"/task/face-clustering/papers/ran/1","prev":null,"next":null,"papers":[{"url":"/paper/robust-graph-structure-learning-over-images","slug":"robust-graph-structure-learning-over-images","title":"Robust Graph Structure Learning via Multiple Statistical Tests","date":"2022-10-08","arxiv_id":"2210.03956","repositories_listed":1,"syntology":{"n":1,"n_ran":1,"n_constructed":0,"n_ran_checked":0,"n_instrument":1,"n_unverified":0,"n_honours":0,"n_violates":0,"n_no_contract":0,"n_pointer_only":0,"phrase":"1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified","sample_list":"/paper/robust-graph-structure-learning-over-images#ran","syntology_url":"https://syntology.ai/paper/2210.03956","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2210.03956"}},"official":{"repos":["thomas-wyh/b-attention"],"state":"official (archive's flag): 1 ran","n_ran":1,"n_constructed":0,"n_ran_no_instrument_failure":0,"n_unverified":0,"ran_from_kinds":["official"]}}},{"url":"/paper/on-mitigating-hard-clusters-for-face","slug":"on-mitigating-hard-clusters-for-face","title":"On Mitigating Hard Clusters for Face Clustering","date":"2022-07-25","arxiv_id":"2207.11895","repositories_listed":1,"syntology":{"n":1,"n_ran":1,"n_constructed":1,"n_ran_checked":1,"n_instrument":0,"n_unverified":0,"n_honours":0,"n_violates":0,"n_no_contract":1,"n_pointer_only":0,"phrase":"1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result","sample_list":"/paper/on-mitigating-hard-clusters-for-face#ran","syntology_url":"https://syntology.ai/paper/2207.11895","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2207.11895"}},"official":{"repos":["echoanran/on-mitigating-hard-clusters"],"state":"official (archive's flag): 1 ran","n_ran":1,"n_constructed":1,"n_ran_no_instrument_failure":1,"n_unverified":0,"ran_from_kinds":["official"]}}},{"url":"/paper/ada-nets-face-clustering-via-adaptive-1","slug":"ada-nets-face-clustering-via-adaptive-1","title":"Ada-NETS: Face Clustering via Adaptive Neighbour Discovery in the Structure Space","date":"2022-02-08","arxiv_id":"2202.03800","repositories_listed":2,"syntology":{"n":15,"n_ran":11,"n_constructed":0,"n_ran_checked":11,"n_instrument":0,"n_unverified":4,"n_honours":0,"n_violates":0,"n_no_contract":11,"n_pointer_only":0,"phrase":"11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified","sample_list":"/paper/ada-nets-face-clustering-via-adaptive-1#ran","syntology_url":"https://syntology.ai/paper/2202.03800","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2202.03800"}},"official":{"repos":["damo-cv/ada-nets","Thomas-wyh/Ada-NETS"],"state":"official (archive's flag): 11 ran","n_ran":11,"n_constructed":0,"n_ran_no_instrument_failure":11,"n_unverified":4,"ran_from_kinds":["official"]}}},{"url":"/paper/structure-aware-face-clustering-on-a-large","slug":"structure-aware-face-clustering-on-a-large","title":"Structure-Aware Face Clustering on a Large-Scale Graph with $\\bf{10^{7}}$ Nodes","date":"2021-03-24","arxiv_id":"2103.13225","repositories_listed":1,"syntology":{"n":3,"n_ran":3,"n_constructed":0,"n_ran_checked":3,"n_instrument":0,"n_unverified":0,"n_honours":0,"n_violates":0,"n_no_contract":3,"n_pointer_only":3,"phrase":"3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified","sample_list":"/paper/structure-aware-face-clustering-on-a-large#ran","syntology_url":"https://syntology.ai/paper/2103.13225","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2103.13225"}},"official":{"repos":["sstzal/STAR-FC"],"state":"official (archive's flag): 3 ran","n_ran":3,"n_constructed":0,"n_ran_no_instrument_failure":3,"n_unverified":0,"ran_from_kinds":["official"]}}},{"url":"/paper/learning-to-cluster-faces-via-confidence-and","slug":"learning-to-cluster-faces-via-confidence-and","title":"Learning to Cluster Faces via Confidence and Connectivity Estimation","date":"2020-04-01","arxiv_id":"2004.00445","repositories_listed":3,"syntology":{"n":15,"n_ran":11,"n_constructed":0,"n_ran_checked":10,"n_instrument":1,"n_unverified":4,"n_honours":0,"n_violates":1,"n_no_contract":9,"n_pointer_only":3,"phrase":"11 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 1 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified","sample_list":"/paper/learning-to-cluster-faces-via-confidence-and#ran","syntology_url":"https://syntology.ai/paper/2004.00445","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2004.00445"}},"official":{"repos":["yl-1993/learn-to-cluster"],"state":"official (archive's flag): 9 ran","n_ran":9,"n_constructed":0,"n_ran_no_instrument_failure":9,"n_unverified":3,"ran_from_kinds":["listed","official"]}}},{"url":"/paper/linkage-based-face-clustering-via-graph","slug":"linkage-based-face-clustering-via-graph","title":"Linkage Based Face Clustering via Graph Convolution Network","date":"2019-03-27","arxiv_id":"1903.11306","repositories_listed":4,"syntology":{"n":6,"n_ran":3,"n_constructed":0,"n_ran_checked":3,"n_instrument":0,"n_unverified":3,"n_honours":0,"n_violates":0,"n_no_contract":3,"n_pointer_only":1,"phrase":"3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified","sample_list":"/paper/linkage-based-face-clustering-via-graph#ran","syntology_url":"https://syntology.ai/paper/1903.11306","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"1903.11306"}},"official":{"repos":["Zhongdao/gcn_clustering"],"state":"official (archive's flag): 3 ran","n_ran":3,"n_constructed":0,"n_ran_no_instrument_failure":3,"n_unverified":3,"ran_from_kinds":["official"]}}}],"record_sha256":"df7ea260c5d88ac53de41726e8019201f03317d60b004ffbf59d669b12d06adf","record_changed_at":"2026-09-28","record_changed_at_basis":"first_hashed"}