{"about":{"site":"https://codewithpapers.app","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.","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"},"url":"/code/convert-bbox-to-z","entry":"convert_bbox_to_z","source":"Syntology graph, per-sample; not an archive number","read_at":"2026-09-24T18:15:14+00:00","claim":"Names are grouped by exact entry-name string. Same-named routines are NOT asserted to be equivalent; 'ran' means executed on a synthesized fixture, not correctness. n_samples_ran = sum of by_status over every status except 'unverified' (ran_draft_wrong and ran_fixture are failures of Syntology's instrument, not of the code); n_papers_ran = papers with at least one such sample.","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)"},"n_papers":7,"n_papers_ran":4,"units":"n_samples, n_samples_ran, n_samples_fingerprinted and by_status count distinct code bodies (code_sha256); n_places and n_places_pointer_only count places, one per (paper, code body) pair, which is also the unit of the samples list","n_samples":6,"n_samples_ran":3,"n_samples_fingerprinted":3,"n_places":10,"n_places_pointer_only":3,"by_status":{"ran_honours":0,"ran_violates":0,"ran_draft_wrong":3,"ran_fixture":0,"ran":0,"unverified":3},"syntology":{"atlas_url":null,"mcp":null,"mcp_per_sample":{"tool":"get_code","arguments_in":"samples[].mcp_get_code"},"developers":"https://syntology.ai/developers"},"samples":[{"arxiv_id":"2303.14679","paper":"/paper/zbs-zero-shot-background-subtraction-via","title":"ZBS: Zero-shot Background Subtraction via Instance-level Background Modeling and Foreground Selection","date":"2023-03-26","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"CASIA-IVA-Lab/ZBS","path":"sort_zbs.py","file_url":"https://github.com/CASIA-IVA-Lab/ZBS/blob/HEAD/sort_zbs.py","status":"unverified","verification_level":0,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"Apache-2.0","inline_ok":true,"code_sha256_prefix":"38fac8a2c4b91f17","mcp_get_code":{"code_sha256":"38fac8a2c4b91f17"}},{"arxiv_id":"2203.14360","paper":"/paper/observation-centric-sort-rethinking-sort-for","title":"Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking","date":"2022-03-27","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"BingfengYan/DS_OCSORT","path":"trackers/ocsort_tracker/ocsort.py","file_url":"https://github.com/BingfengYan/DS_OCSORT/blob/HEAD/trackers/ocsort_tracker/ocsort.py","status":"ran_draft_wrong","verification_level":1,"contract_check":"MISDECLARED","metamorphic_tier":"invariant","behaviour_fingerprint":true,"licence":"MIT","inline_ok":true,"code_sha256_prefix":"3137f9cd241030bc","mcp_get_code":{"code_sha256":"3137f9cd241030bc"}},{"arxiv_id":"2203.14360","paper":"/paper/observation-centric-sort-rethinking-sort-for","title":"Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking","date":"2022-03-27","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"BingfengYan/DS_OCSORT","path":"trackers/focsort_tracker/ocsort.py","file_url":"https://github.com/BingfengYan/DS_OCSORT/blob/HEAD/trackers/focsort_tracker/ocsort.py","status":"unverified","verification_level":0,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"MIT","inline_ok":true,"code_sha256_prefix":"2d65f2912fca8087","mcp_get_code":{"code_sha256":"2d65f2912fca8087"}},{"arxiv_id":"1906.07155","paper":"/paper/mmdetection-open-mmlab-detection-toolbox-and","title":"MMDetection: Open MMLab Detection Toolbox and Benchmark","date":"2019-06-17","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"mengfu188/mmdetection.bak","path":"sort.py","file_url":"https://github.com/mengfu188/mmdetection.bak/blob/HEAD/sort.py","status":"ran_draft_wrong","verification_level":1,"contract_check":"MISDECLARED","metamorphic_tier":"invariant","behaviour_fingerprint":true,"licence":"Apache-2.0","inline_ok":true,"code_sha256_prefix":"90a45e51733f1779","mcp_get_code":{"code_sha256":"90a45e51733f1779"}},{"arxiv_id":"1811.10742","paper":"/paper/joint-monocular-3d-vehicle-detection-and","title":"Joint Monocular 3D Vehicle Detection and Tracking","date":"2018-11-26","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"ucbdrive/3d-vehicle-tracking","path":"3d-tracking/model/tracker_model.py","file_url":"https://github.com/ucbdrive/3d-vehicle-tracking/blob/HEAD/3d-tracking/model/tracker_model.py","status":"unverified","verification_level":0,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"BSD-3-Clause","inline_ok":true,"code_sha256_prefix":"ccb1155f9fbc08da","mcp_get_code":{"code_sha256":"ccb1155f9fbc08da"}},{"arxiv_id":"1703.06870","paper":"/paper/mask-r-cnn","title":"Mask R-CNN","date":"2017-03-20","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"ErikGDev/instance-segmentation","path":"sort.py","file_url":"https://github.com/ErikGDev/instance-segmentation/blob/HEAD/sort.py","status":"ran_draft_wrong","verification_level":1,"contract_check":"MISDECLARED","metamorphic_tier":"invariant","behaviour_fingerprint":true,"licence":"Apache-2.0","inline_ok":false,"code_sha256_prefix":"90a45e51733f1779","mcp_get_code":{"code_sha256":"90a45e51733f1779"}},{"arxiv_id":"1612.01465","paper":"/paper/arttrack-articulated-multi-person-tracking-in","title":"ArtTrack: Articulated Multi-person Tracking in the Wild","date":"2016-12-05","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"PJunhyuk/exercise-pose-analyzer","path":"sort.py","file_url":"https://github.com/PJunhyuk/exercise-pose-analyzer/blob/HEAD/sort.py","status":"unverified","verification_level":0,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"Apache-2.0","inline_ok":true,"code_sha256_prefix":"38fac8a2c4b91f17","mcp_get_code":{"code_sha256":"38fac8a2c4b91f17"}},{"arxiv_id":"1602.00763","paper":"/paper/simple-online-and-realtime-tracking","title":"Simple Online and Realtime Tracking","date":"2016-02-02","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"chetanchawla/Sort-Tracker","path":"sort2.py","file_url":"https://github.com/chetanchawla/Sort-Tracker/blob/HEAD/sort2.py","status":"ran_draft_wrong","verification_level":1,"contract_check":"MISDECLARED","metamorphic_tier":"invariant","behaviour_fingerprint":true,"licence":"NONE","inline_ok":false,"code_sha256_prefix":"90a45e51733f1779","mcp_get_code":{"code_sha256":"90a45e51733f1779"}},{"arxiv_id":"1602.00763","paper":"/paper/simple-online-and-realtime-tracking","title":"Simple Online and Realtime Tracking","date":"2016-02-02","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"cdulhanty/syde672","path":"sort.py","file_url":"https://github.com/cdulhanty/syde672/blob/HEAD/sort.py","status":"ran_draft_wrong","verification_level":1,"contract_check":"MISDECLARED","metamorphic_tier":"invariant","behaviour_fingerprint":true,"licence":"GPL-3.0","inline_ok":false,"code_sha256_prefix":"3f4bac716d5b5603","mcp_get_code":{"code_sha256":"3f4bac716d5b5603"}},{"arxiv_id":"1602.00763","paper":"/paper/simple-online-and-realtime-tracking","title":"Simple Online and Realtime Tracking","date":"2016-02-02","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"noahcao/OC_SORT","path":"trackers/ocsort_tracker/ocsort.py","file_url":"https://github.com/noahcao/OC_SORT/blob/HEAD/trackers/ocsort_tracker/ocsort.py","status":"ran_draft_wrong","verification_level":1,"contract_check":"MISDECLARED","metamorphic_tier":"invariant","behaviour_fingerprint":true,"licence":"MIT","inline_ok":true,"code_sha256_prefix":"3137f9cd241030bc","mcp_get_code":{"code_sha256":"3137f9cd241030bc"}}]}