{"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/human-parsing/papers/ran/1","list_of":"/task/human-parsing","task":"Human Parsing","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":[1,22],"of":22,"counts":{"archive_papers_tagged":125,"with_a_code_link":62,"where_syntology_ran_a_sample":22,"not_listed_spam_title":0,"listed":125,"listed_where_code_ran":22,"where_syntology_ran_a_sample_split":{"with_a_run_with_no_instrument_failure":17,"every_run_a_failure_of_syntologys_instrument":5,"listed_with_a_run_with_no_instrument_failure":17,"listed_every_run_a_failure_of_syntologys_instrument":5,"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/human-parsing/papers/ran/1","prev":null,"next":null,"papers":[{"url":"/paper/4d-dress-a-4d-dataset-of-real-world-human","slug":"4d-dress-a-4d-dataset-of-real-world-human","title":"4D-DRESS: A 4D Dataset of Real-world Human Clothing with Semantic Annotations","date":"2024-04-29","arxiv_id":"2404.18630","repositories_listed":1,"syntology":{"n":9,"n_ran":5,"n_constructed":0,"n_ran_checked":5,"n_instrument":0,"n_unverified":4,"n_honours":0,"n_violates":0,"n_no_contract":5,"n_pointer_only":9,"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) · 4 unverified","sample_list":"/paper/4d-dress-a-4d-dataset-of-real-world-human#ran","syntology_url":"https://syntology.ai/paper/2404.18630","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2404.18630"}},"official":{"repos":["eth-ait/4d-dress"],"state":"official (archive's flag): 5 ran","n_ran":5,"n_constructed":0,"n_ran_no_instrument_failure":5,"n_unverified":4,"ran_from_kinds":["official"]}}},{"url":"/paper/explore-human-parsing-modality-for-action-1","slug":"explore-human-parsing-modality-for-action-1","title":"Explore Human Parsing Modality for Action Recognition","date":"2024-01-04","arxiv_id":"2401.02138","repositories_listed":1,"syntology":{"n":10,"n_ran":7,"n_constructed":0,"n_ran_checked":5,"n_instrument":2,"n_unverified":3,"n_honours":0,"n_violates":1,"n_no_contract":4,"n_pointer_only":10,"phrase":"7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 1 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified","sample_list":"/paper/explore-human-parsing-modality-for-action-1#ran","syntology_url":"https://syntology.ai/paper/2401.02138","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2401.02138"}},"official":{"repos":["liujf69/EPP-Net-Action"],"state":"official (archive's flag): 7 ran","n_ran":7,"n_constructed":0,"n_ran_no_instrument_failure":5,"n_unverified":3,"ran_from_kinds":["official"]}}},{"url":"/paper/milliflow-scene-flow-estimation-on-mmwave","slug":"milliflow-scene-flow-estimation-on-mmwave","title":"milliFlow: Scene Flow Estimation on mmWave Radar Point Cloud for Human Motion Sensing","date":"2023-06-29","arxiv_id":"2306.17010","repositories_listed":2,"syntology":{"n":3,"n_ran":3,"n_constructed":0,"n_ran_checked":0,"n_instrument":3,"n_unverified":0,"n_honours":0,"n_violates":0,"n_no_contract":0,"n_pointer_only":3,"phrase":"3 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; 3 where Syntology's instrument failed) · 0 unverified","sample_list":"/paper/milliflow-scene-flow-estimation-on-mmwave#ran","syntology_url":"https://syntology.ai/paper/2306.17010","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2306.17010"}},"official":{"repos":["toytiny/milliflow"],"state":"official (archive's flag): 3 ran","n_ran":3,"n_constructed":0,"n_ran_no_instrument_failure":0,"n_unverified":0,"ran_from_kinds":["official"]}}},{"url":"/paper/beyond-appearance-a-semantic-controllable","slug":"beyond-appearance-a-semantic-controllable","title":"Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks","date":"2023-03-30","arxiv_id":"2303.17602","repositories_listed":4,"syntology":{"n":2,"n_ran":1,"n_constructed":1,"n_ran_checked":1,"n_instrument":0,"n_unverified":1,"n_honours":0,"n_violates":0,"n_no_contract":1,"n_pointer_only":1,"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) · 1 unverified; the one sample that ran constructed an object rather than computing a result","sample_list":"/paper/beyond-appearance-a-semantic-controllable#ran","syntology_url":"https://syntology.ai/paper/2303.17602","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2303.17602"}},"official":{"repos":["tinyvision/SOLIDER"],"state":"official: harvested, nothing ran","n_ran":0,"n_constructed":0,"n_ran_no_instrument_failure":0,"n_unverified":1,"ran_from_kinds":["listed"]}}},{"url":"/paper/humanbench-towards-general-human-centric","slug":"humanbench-towards-general-human-centric","title":"HumanBench: Towards General Human-centric Perception with Projector Assisted Pretraining","date":"2023-03-10","arxiv_id":"2303.05675","repositories_listed":1,"syntology":{"n":25,"n_ran":15,"n_constructed":1,"n_ran_checked":8,"n_instrument":7,"n_unverified":10,"n_honours":1,"n_violates":0,"n_no_contract":7,"n_pointer_only":0,"phrase":"15 ran (of which 1 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 7 where Syntology's instrument failed) · 10 unverified","sample_list":"/paper/humanbench-towards-general-human-centric#ran","syntology_url":"https://syntology.ai/paper/2303.05675","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2303.05675"}},"official":{"repos":["opengvlab/humanbench"],"state":"official (archive's flag): 15 ran","n_ran":15,"n_constructed":1,"n_ran_no_instrument_failure":8,"n_unverified":10,"ran_from_kinds":["official"]}}},{"url":"/paper/unihcp-a-unified-model-for-human-centric","slug":"unihcp-a-unified-model-for-human-centric","title":"UniHCP: A Unified Model for Human-Centric Perceptions","date":"2023-03-06","arxiv_id":"2303.02936","repositories_listed":1,"syntology":{"n":13,"n_ran":8,"n_constructed":0,"n_ran_checked":8,"n_instrument":0,"n_unverified":5,"n_honours":0,"n_violates":0,"n_no_contract":8,"n_pointer_only":10,"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) · 5 unverified","sample_list":"/paper/unihcp-a-unified-model-for-human-centric#ran","syntology_url":"https://syntology.ai/paper/2303.02936","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2303.02936"}},"official":{"repos":["opengvlab/unihcp"],"state":"official (archive's flag): 8 ran","n_ran":8,"n_constructed":0,"n_ran_no_instrument_failure":8,"n_unverified":5,"ran_from_kinds":["official"]}}},{"url":"/paper/integratedpifu-integrated-pixel-aligned","slug":"integratedpifu-integrated-pixel-aligned","title":"IntegratedPIFu: Integrated Pixel Aligned Implicit Function for Single-view Human Reconstruction","date":"2022-11-15","arxiv_id":"2211.07955","repositories_listed":1,"syntology":{"n":2,"n_ran":2,"n_constructed":2,"n_ran_checked":2,"n_instrument":0,"n_unverified":0,"n_honours":0,"n_violates":0,"n_no_contract":2,"n_pointer_only":0,"phrase":"2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result","sample_list":"/paper/integratedpifu-integrated-pixel-aligned#ran","syntology_url":"https://syntology.ai/paper/2211.07955","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2211.07955"}},"official":{"repos":["kcyt/integratedpifu"],"state":"official (archive's flag): 2 ran","n_ran":2,"n_constructed":2,"n_ran_no_instrument_failure":2,"n_unverified":0,"ran_from_kinds":["official"]}}},{"url":"/paper/versatile-multi-modal-pre-training-for-human","slug":"versatile-multi-modal-pre-training-for-human","title":"Versatile Multi-Modal Pre-Training for Human-Centric Perception","date":"2022-03-25","arxiv_id":"2203.13815","repositories_listed":1,"syntology":{"n":11,"n_ran":7,"n_constructed":0,"n_ran_checked":5,"n_instrument":2,"n_unverified":4,"n_honours":0,"n_violates":0,"n_no_contract":5,"n_pointer_only":1,"phrase":"7 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; 2 where Syntology's instrument failed) · 4 unverified","sample_list":"/paper/versatile-multi-modal-pre-training-for-human#ran","syntology_url":"https://syntology.ai/paper/2203.13815","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2203.13815"}},"official":{"repos":["hongfz16/hcmoco"],"state":"official (archive's flag): 7 ran","n_ran":7,"n_constructed":0,"n_ran_no_instrument_failure":5,"n_unverified":4,"ran_from_kinds":["official"]}}},{"url":"/paper/inverted-pyramid-multi-task-transformer-for","slug":"inverted-pyramid-multi-task-transformer-for","title":"InvPT: Inverted Pyramid Multi-task Transformer for Dense Scene Understanding","date":"2022-03-15","arxiv_id":"2203.07997","repositories_listed":1,"syntology":{"n":4,"n_ran":2,"n_constructed":0,"n_ran_checked":1,"n_instrument":1,"n_unverified":2,"n_honours":0,"n_violates":0,"n_no_contract":1,"n_pointer_only":1,"phrase":"2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified","sample_list":"/paper/inverted-pyramid-multi-task-transformer-for#ran","syntology_url":"https://syntology.ai/paper/2203.07997","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2203.07997"}},"official":{"repos":["prismformore/InvPT"],"state":"official (archive's flag): 2 ran","n_ran":2,"n_constructed":0,"n_ran_no_instrument_failure":1,"n_unverified":2,"ran_from_kinds":["official"]}}},{"url":"/paper/differentiable-multi-granularity-human","slug":"differentiable-multi-granularity-human","title":"Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing","date":"2021-03-08","arxiv_id":"2103.04570","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":1,"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/differentiable-multi-granularity-human#ran","syntology_url":"https://syntology.ai/paper/2103.04570","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2103.04570"}},"official":{"repos":["tfzhou/MG-HumanParsing"],"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/pise-person-image-synthesis-and-editing-with","slug":"pise-person-image-synthesis-and-editing-with","title":"PISE: Person Image Synthesis and Editing with Decoupled GAN","date":"2021-03-06","arxiv_id":"2103.04023","repositories_listed":1,"syntology":{"n":3,"n_ran":1,"n_constructed":1,"n_ran_checked":1,"n_instrument":0,"n_unverified":2,"n_honours":0,"n_violates":0,"n_no_contract":1,"n_pointer_only":3,"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) · 2 unverified; the one sample that ran constructed an object rather than computing a result","sample_list":"/paper/pise-person-image-synthesis-and-editing-with#ran","syntology_url":"https://syntology.ai/paper/2103.04023","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2103.04023"}},"official":{"repos":["Zhangjinso/PISE"],"state":"official (archive's flag): 1 ran","n_ran":1,"n_constructed":1,"n_ran_no_instrument_failure":1,"n_unverified":2,"ran_from_kinds":["official"]}}},{"url":"/paper/identity-guided-human-semantic-parsing-for","slug":"identity-guided-human-semantic-parsing-for","title":"Identity-Guided Human Semantic Parsing for Person Re-Identification","date":"2020-07-27","arxiv_id":"2007.13467","repositories_listed":1,"syntology":{"n":7,"n_ran":6,"n_constructed":0,"n_ran_checked":4,"n_instrument":2,"n_unverified":1,"n_honours":0,"n_violates":0,"n_no_contract":4,"n_pointer_only":1,"phrase":"6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified","sample_list":"/paper/identity-guided-human-semantic-parsing-for#ran","syntology_url":"https://syntology.ai/paper/2007.13467","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2007.13467"}},"official":{"repos":["CASIA-IVA-Lab/ISP-reID"],"state":"official (archive's flag): 6 ran","n_ran":6,"n_constructed":0,"n_ran_no_instrument_failure":4,"n_unverified":1,"ran_from_kinds":["official"]}}},{"url":"/paper/hierarchical-human-parsing-with-typed-part","slug":"hierarchical-human-parsing-with-typed-part","title":"Hierarchical Human Parsing with Typed Part-Relation Reasoning","date":"2020-03-10","arxiv_id":"2003.04845","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":1,"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/hierarchical-human-parsing-with-typed-part#ran","syntology_url":"https://syntology.ai/paper/2003.04845","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2003.04845"}},"official":{"repos":["hlzhu09/Hierarchical-Human-Parsing"],"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/learning-compositional-neural-information-1","slug":"learning-compositional-neural-information-1","title":"Learning Compositional Neural Information Fusion for Human Parsing","date":"2020-01-19","arxiv_id":"2001.06804","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":1,"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/learning-compositional-neural-information-1#ran","syntology_url":"https://syntology.ai/paper/2001.06804","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2001.06804"}},"official":{"repos":["ZzzjzzZ/CompositionalHumanParsing"],"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/learning-from-synthetic-animals","slug":"learning-from-synthetic-animals","title":"Learning from Synthetic Animals","date":"2019-12-17","arxiv_id":"1912.08265","repositories_listed":2,"syntology":{"n":15,"n_ran":7,"n_constructed":0,"n_ran_checked":7,"n_instrument":0,"n_unverified":8,"n_honours":1,"n_violates":0,"n_no_contract":6,"n_pointer_only":1,"phrase":"7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 8 unverified","sample_list":"/paper/learning-from-synthetic-animals#ran","syntology_url":"https://syntology.ai/paper/1912.08265","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"1912.08265"}},"official":{"repos":["JitengMu/Learning-from-Synthetic-Animals"],"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/self-correction-for-human-parsing","slug":"self-correction-for-human-parsing","title":"Self-Correction for Human Parsing","date":"2019-10-22","arxiv_id":"1910.09777","repositories_listed":2,"syntology":{"n":3,"n_ran":3,"n_constructed":0,"n_ran_checked":3,"n_instrument":0,"n_unverified":0,"n_honours":1,"n_violates":1,"n_no_contract":1,"n_pointer_only":0,"phrase":"3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 1 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified","sample_list":"/paper/self-correction-for-human-parsing#ran","syntology_url":"https://syntology.ai/paper/1910.09777","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"1910.09777"}},"official":{"repos":["PeikeLi/Self-Correction-Human-Parsing"],"state":"official (archive's flag): 2 ran","n_ran":2,"n_constructed":0,"n_ran_no_instrument_failure":2,"n_unverified":0,"ran_from_kinds":["listed","official"]}}},{"url":"/paper/self-supervised-learning-via-conditional","slug":"self-supervised-learning-via-conditional","title":"Self-Supervised Learning via Conditional Motion Propagation","date":"2019-03-27","arxiv_id":"1903.11412","repositories_listed":1,"syntology":{"n":14,"n_ran":14,"n_constructed":0,"n_ran_checked":13,"n_instrument":1,"n_unverified":0,"n_honours":0,"n_violates":0,"n_no_contract":13,"n_pointer_only":1,"phrase":"14 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified","sample_list":"/paper/self-supervised-learning-via-conditional#ran","syntology_url":"https://syntology.ai/paper/1903.11412","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"1903.11412"}},"official":{"repos":["XiaohangZhan/conditional-motion-propagation"],"state":"official (archive's flag): 14 ran","n_ran":14,"n_constructed":0,"n_ran_no_instrument_failure":13,"n_unverified":0,"ran_from_kinds":["official"]}}},{"url":"/paper/parsing-r-cnn-for-instance-level-human","slug":"parsing-r-cnn-for-instance-level-human","title":"Parsing R-CNN for Instance-Level Human Analysis","date":"2018-11-30","arxiv_id":"1811.12596","repositories_listed":2,"syntology":{"n":7,"n_ran":6,"n_constructed":0,"n_ran_checked":5,"n_instrument":1,"n_unverified":1,"n_honours":0,"n_violates":0,"n_no_contract":5,"n_pointer_only":1,"phrase":"6 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; 1 where Syntology's instrument failed) · 1 unverified","sample_list":"/paper/parsing-r-cnn-for-instance-level-human#ran","syntology_url":"https://syntology.ai/paper/1811.12596","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"1811.12596"}},"official":{"repos":["soeaver/Parsing-R-CNN"],"state":"official (archive's flag): 5 ran","n_ran":5,"n_constructed":0,"n_ran_no_instrument_failure":4,"n_unverified":1,"ran_from_kinds":["listed","official"]}}},{"url":"/paper/ccnet-criss-cross-attention-for-semantic","slug":"ccnet-criss-cross-attention-for-semantic","title":"CCNet: Criss-Cross Attention for Semantic Segmentation","date":"2018-11-28","arxiv_id":"1811.11721","repositories_listed":4,"syntology":{"n":14,"n_ran":13,"n_constructed":0,"n_ran_checked":7,"n_instrument":6,"n_unverified":1,"n_honours":2,"n_violates":1,"n_no_contract":4,"n_pointer_only":3,"phrase":"13 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 2 honoured, 1 violated, 4 with no contract checked; 6 where Syntology's instrument failed) · 1 unverified","sample_list":"/paper/ccnet-criss-cross-attention-for-semantic#ran","syntology_url":"https://syntology.ai/paper/1811.11721","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"1811.11721"}},"official":{"repos":["speedinghzl/CCNet"],"state":"official (archive's flag): 8 ran","n_ran":8,"n_constructed":0,"n_ran_no_instrument_failure":3,"n_unverified":1,"ran_from_kinds":["listed","official"]}}},{"url":"/paper/devil-in-the-details-towards-accurate-single","slug":"devil-in-the-details-towards-accurate-single","title":"Devil in the Details: Towards Accurate Single and Multiple Human Parsing","date":"2018-09-17","arxiv_id":"1809.05996","repositories_listed":2,"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":1,"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/devil-in-the-details-towards-accurate-single#ran","syntology_url":"https://syntology.ai/paper/1809.05996","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"1809.05996"}},"official":{"repos":["liutinglt/CE2P"],"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/adaptive-temporal-encoding-network-for-video","slug":"adaptive-temporal-encoding-network-for-video","title":"Adaptive Temporal Encoding Network for Video Instance-level Human Parsing","date":"2018-08-02","arxiv_id":"1808.00661","repositories_listed":1,"syntology":{"n":2,"n_ran":1,"n_constructed":0,"n_ran_checked":0,"n_instrument":1,"n_unverified":1,"n_honours":0,"n_violates":0,"n_no_contract":0,"n_pointer_only":2,"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) · 1 unverified","sample_list":"/paper/adaptive-temporal-encoding-network-for-video#ran","syntology_url":"https://syntology.ai/paper/1808.00661","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"1808.00661"}},"official":{"repos":["HCPLab-SYSU/ATEN"],"state":"official: harvested, nothing ran","n_ran":0,"n_constructed":0,"n_ran_no_instrument_failure":0,"n_unverified":1,"ran_from_kinds":["unlocated"]}}},{"url":"/paper/instance-level-human-parsing-via-part","slug":"instance-level-human-parsing-via-part","title":"Instance-level Human Parsing via Part Grouping Network","date":"2018-08-01","arxiv_id":"1808.00157","repositories_listed":1,"syntology":{"n":14,"n_ran":6,"n_constructed":0,"n_ran_checked":6,"n_instrument":0,"n_unverified":8,"n_honours":0,"n_violates":0,"n_no_contract":6,"n_pointer_only":0,"phrase":"6 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; 0 where Syntology's instrument failed) · 8 unverified","sample_list":"/paper/instance-level-human-parsing-via-part#ran","syntology_url":"https://syntology.ai/paper/1808.00157","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"1808.00157"}},"official":{"repos":["Engineering-Course/CIHP_PGN"],"state":"official (archive's flag): 6 ran","n_ran":6,"n_constructed":0,"n_ran_no_instrument_failure":6,"n_unverified":8,"ran_from_kinds":["official"]}}}],"record_sha256":"2243aefb823e930e6af920aacf6bba16d4635a45a7d3ae4c999cfa39565667e6","record_changed_at":"2026-09-28","record_changed_at_basis":"first_hashed"}