{"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/keypoint-estimation/papers/ran/1","list_of":"/task/keypoint-estimation","task":"Keypoint Estimation","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":[1,9],"of":9,"counts":{"archive_papers_tagged":71,"with_a_code_link":37,"where_syntology_ran_a_sample":9,"not_listed_spam_title":0,"listed":71,"listed_where_code_ran":9,"where_syntology_ran_a_sample_split":{"with_a_run_with_no_instrument_failure":9,"every_run_a_failure_of_syntologys_instrument":0,"listed_with_a_run_with_no_instrument_failure":9,"listed_every_run_a_failure_of_syntologys_instrument":0,"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/keypoint-estimation/papers/ran/1","prev":null,"next":null,"papers":[{"url":"/paper/hybrik-x-hybrid-analytical-neural-inverse","slug":"hybrik-x-hybrid-analytical-neural-inverse","title":"HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh Recovery","date":"2023-04-12","arxiv_id":"2304.05690","repositories_listed":2,"syntology":{"n":8,"n_ran":8,"n_constructed":0,"n_ran_checked":8,"n_instrument":0,"n_unverified":0,"n_honours":0,"n_violates":0,"n_no_contract":8,"n_pointer_only":0,"phrase":"8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified","sample_list":"/paper/hybrik-x-hybrid-analytical-neural-inverse#ran","syntology_url":"https://syntology.ai/paper/2304.05690","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2304.05690"}},"official":null}},{"url":"/paper/a-keypoint-based-global-association-network","slug":"a-keypoint-based-global-association-network","title":"A Keypoint-based Global Association Network for Lane Detection","date":"2022-04-15","arxiv_id":"2204.07335","repositories_listed":2,"syntology":{"n":7,"n_ran":6,"n_constructed":3,"n_ran_checked":6,"n_instrument":0,"n_unverified":1,"n_honours":0,"n_violates":0,"n_no_contract":6,"n_pointer_only":0,"phrase":"6 ran (of which 3 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified","sample_list":"/paper/a-keypoint-based-global-association-network#ran","syntology_url":"https://syntology.ai/paper/2204.07335","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2204.07335"}},"official":{"repos":["wolfwjs/ganet"],"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":["listed","official"]}}},{"url":"/paper/pra-net-point-relation-aware-network-for-3d","slug":"pra-net-point-relation-aware-network-for-3d","title":"PRA-Net: Point Relation-Aware Network for 3D Point Cloud Analysis","date":"2021-12-09","arxiv_id":"2112.04903","repositories_listed":1,"syntology":{"n":1,"n_ran":1,"n_constructed":0,"n_ran_checked":1,"n_instrument":0,"n_unverified":0,"n_honours":1,"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; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified","sample_list":"/paper/pra-net-point-relation-aware-network-for-3d#ran","syntology_url":"https://syntology.ai/paper/2112.04903","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2112.04903"}},"official":{"repos":["xiwuchen/pra-net"],"state":"official (archive's flag): 1 ran","n_ran":1,"n_constructed":0,"n_ran_no_instrument_failure":1,"n_unverified":0,"ran_from_kinds":["official"]}}},{"url":"/paper/hybrik-a-hybrid-analytical-neural-inverse","slug":"hybrik-a-hybrid-analytical-neural-inverse","title":"HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation","date":"2020-11-30","arxiv_id":"2011.14672","repositories_listed":4,"syntology":{"n":1,"n_ran":1,"n_constructed":0,"n_ran_checked":1,"n_instrument":0,"n_unverified":0,"n_honours":0,"n_violates":1,"n_no_contract":0,"n_pointer_only":0,"phrase":"1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified","sample_list":"/paper/hybrik-a-hybrid-analytical-neural-inverse#ran","syntology_url":"https://syntology.ai/paper/2011.14672","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2011.14672"}},"official":{"repos":["Jeff-sjtu/HybrIK"],"state":"community repositories only","n_ran":0,"n_constructed":0,"n_ran_no_instrument_failure":0,"n_unverified":0,"ran_from_kinds":["listed"]}}},{"url":"/paper/smoke-single-stage-monocular-3d-object","slug":"smoke-single-stage-monocular-3d-object","title":"SMOKE: Single-Stage Monocular 3D Object Detection via Keypoint Estimation","date":"2020-02-24","arxiv_id":"2002.10111","repositories_listed":3,"syntology":{"n":9,"n_ran":8,"n_constructed":0,"n_ran_checked":6,"n_instrument":2,"n_unverified":1,"n_honours":0,"n_violates":0,"n_no_contract":6,"n_pointer_only":2,"phrase":"8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified","sample_list":"/paper/smoke-single-stage-monocular-3d-object#ran","syntology_url":"https://syntology.ai/paper/2002.10111","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2002.10111"}},"official":{"repos":["lzccccc/SMOKE"],"state":"official (archive's flag): 8 ran","n_ran":8,"n_constructed":0,"n_ran_no_instrument_failure":6,"n_unverified":1,"ran_from_kinds":["official"]}}},{"url":"/paper/learning-to-predict-robot-keypoints-using","slug":"learning-to-predict-robot-keypoints-using","title":"Learning to Predict Robot Keypoints Using Artificially Generated Images","date":"2019-07-03","arxiv_id":"1907.01879","repositories_listed":1,"syntology":{"n":5,"n_ran":5,"n_constructed":0,"n_ran_checked":5,"n_instrument":0,"n_unverified":0,"n_honours":0,"n_violates":0,"n_no_contract":5,"n_pointer_only":0,"phrase":"5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified","sample_list":"/paper/learning-to-predict-robot-keypoints-using#ran","syntology_url":"https://syntology.ai/paper/1907.01879","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"1907.01879"}},"official":{"repos":["cheind/pytorch-blender"],"state":"official (archive's flag): 5 ran","n_ran":5,"n_constructed":0,"n_ran_no_instrument_failure":5,"n_unverified":0,"ran_from_kinds":["official"]}}},{"url":"/paper/objects-as-points","slug":"objects-as-points","title":"Objects as Points","date":"2019-04-16","arxiv_id":"1904.07850","repositories_listed":76,"syntology":{"n":130,"n_ran":77,"n_constructed":0,"n_ran_checked":69,"n_instrument":8,"n_unverified":53,"n_honours":0,"n_violates":0,"n_no_contract":69,"n_pointer_only":2,"phrase":"77 ran (of which 0 constructed an object rather than computing a result; 69 with no instrument failure: 0 honoured, 0 violated, 69 with no contract checked; 8 where Syntology's instrument failed) · 53 unverified","sample_list":"/paper/objects-as-points#ran","syntology_url":"https://syntology.ai/paper/1904.07850","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"1904.07850"}},"official":{"repos":["xingyizhou/CenterNet"],"state":"official: harvested, nothing ran","n_ran":0,"n_constructed":0,"n_ran_no_instrument_failure":0,"n_unverified":5,"ran_from_kinds":["listed"]}}},{"url":"/paper/bottom-up-object-detection-by-grouping","slug":"bottom-up-object-detection-by-grouping","title":"Bottom-up Object Detection by Grouping Extreme and Center Points","date":"2019-01-23","arxiv_id":"1901.08043","repositories_listed":2,"syntology":{"n":5,"n_ran":1,"n_constructed":0,"n_ran_checked":1,"n_instrument":0,"n_unverified":4,"n_honours":1,"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; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified","sample_list":"/paper/bottom-up-object-detection-by-grouping#ran","syntology_url":"https://syntology.ai/paper/1901.08043","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"1901.08043"}},"official":{"repos":["xingyizhou/ExtremeNet"],"state":"official (archive's flag): 1 ran","n_ran":1,"n_constructed":0,"n_ran_no_instrument_failure":1,"n_unverified":3,"ran_from_kinds":["official"]}}},{"url":"/paper/mask-r-cnn","slug":"mask-r-cnn","title":"Mask R-CNN","date":"2017-03-20","arxiv_id":"1703.06870","repositories_listed":179,"syntology":{"n":140,"n_ran":101,"n_constructed":3,"n_ran_checked":90,"n_instrument":11,"n_unverified":39,"n_honours":0,"n_violates":0,"n_no_contract":90,"n_pointer_only":32,"phrase":"101 ran (of which 3 constructed an object rather than computing a result; 90 with no instrument failure: 0 honoured, 0 violated, 90 with no contract checked; 11 where Syntology's instrument failed) · 39 unverified","sample_list":"/paper/mask-r-cnn#ran","syntology_url":"https://syntology.ai/paper/1703.06870","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"1703.06870"}},"official":null}}],"record_sha256":"c2431386127f426e0dd12a079dbbe8cf24955b8157041c3ebcec99165c34a0b5","record_changed_at":"2026-09-28","record_changed_at_basis":"first_hashed"}