{"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/time-str","entry":"time_str","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":5,"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":4,"n_samples_ran":3,"n_samples_fingerprinted":3,"n_places":5,"n_places_pointer_only":3,"by_status":{"ran_honours":0,"ran_violates":0,"ran_draft_wrong":2,"ran_fixture":0,"ran":1,"unverified":1},"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":"2407.15720","paper":"/paper/do-large-language-models-have-compositional","title":"Do Large Language Models Have Compositional Ability? An Investigation into Limitations and Scalability","date":"2024-07-22","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"oliverxuzy/llm_compose","path":"src/utils.py","file_url":"https://github.com/oliverxuzy/llm_compose/blob/HEAD/src/utils.py","status":"ran","verification_level":1,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":true,"licence":"NONE","inline_ok":false,"code_sha256_prefix":"cd98cb093354c450","mcp_get_code":{"code_sha256":"cd98cb093354c450"}},{"arxiv_id":"2405.03649","paper":"/paper/learning-robust-classifiers-with-self-guided","title":"Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation","date":"2024-05-06","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"gtzheng/LBC","path":"utils.py","file_url":"https://github.com/gtzheng/LBC/blob/HEAD/utils.py","status":"ran_draft_wrong","verification_level":1,"contract_check":"OUTPUT_MISDECLARED","metamorphic_tier":"deterministic","behaviour_fingerprint":true,"licence":"NONE","inline_ok":false,"code_sha256_prefix":"df8ef801f1f069b0","mcp_get_code":{"code_sha256":"df8ef801f1f069b0"}},{"arxiv_id":"2402.15017","paper":"/paper/towards-few-shot-adaptation-of-foundation","title":"Towards Few-Shot Adaptation of Foundation Models via Multitask Finetuning","date":"2024-02-22","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"oliverxuzy/foudation-model_multitask","path":"finetune.py","file_url":"https://github.com/oliverxuzy/foudation-model_multitask/blob/HEAD/finetune.py","status":"ran_draft_wrong","verification_level":1,"contract_check":"OUTPUT_MISDECLARED","metamorphic_tier":"deterministic","behaviour_fingerprint":true,"licence":"NONE","inline_ok":false,"code_sha256_prefix":"df8ef801f1f069b0","mcp_get_code":{"code_sha256":"df8ef801f1f069b0"}},{"arxiv_id":"2011.11183","paper":"/paper/comatch-semi-supervised-learning-with","title":"CoMatch: Semi-supervised Learning with Contrastive Graph Regularization","date":"2020-11-23","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"salesforce/CoMatch","path":"imagenet/Train_CoMatch.py","file_url":"https://github.com/salesforce/CoMatch/blob/HEAD/imagenet/Train_CoMatch.py","status":"ran_draft_wrong","verification_level":1,"contract_check":"OUTPUT_MISDECLARED","metamorphic_tier":"deterministic","behaviour_fingerprint":true,"licence":"BSD-3-Clause","inline_ok":true,"code_sha256_prefix":"8407a16806957372","mcp_get_code":{"code_sha256":"8407a16806957372"}},{"arxiv_id":"2002.08397","paper":"/paper/jrmot-a-real-time-3d-multi-object-tracker-and","title":"JRMOT: A Real-Time 3D Multi-Object Tracker and a New Large-Scale Dataset","date":"2020-02-19","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"StanfordVL/JRMOT_ROS","path":"src/aligned_reid_utils.py","file_url":"https://github.com/StanfordVL/JRMOT_ROS/blob/HEAD/src/aligned_reid_utils.py","status":"unverified","verification_level":0,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"MIT","inline_ok":true,"code_sha256_prefix":"da7227beeb4bcf4f","mcp_get_code":{"code_sha256":"da7227beeb4bcf4f"}}]}