{"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/progress","entry":"progress","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":6,"n_papers_ran":3,"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":5,"n_samples_ran":3,"n_samples_fingerprinted":0,"n_places":6,"n_places_pointer_only":3,"by_status":{"ran_honours":0,"ran_violates":0,"ran_draft_wrong":3,"ran_fixture":0,"ran":0,"unverified":2},"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":"2410.12409","paper":"/paper/revealing-the-barriers-of-language-agents-in","title":"Revealing the Barriers of Language Agents in Planning","date":"2024-10-16","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"hsaest/Agent-Planning-Analysis","path":"code/captum/captum/_utils/progress.py","file_url":"https://github.com/hsaest/Agent-Planning-Analysis/blob/HEAD/code/captum/captum/_utils/progress.py","status":"unverified","verification_level":0,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"NONE","inline_ok":false,"code_sha256_prefix":"7dde11be93a92ca2","mcp_get_code":{"code_sha256":"7dde11be93a92ca2"}},{"arxiv_id":"2304.11327","paper":"/paper/understanding-and-improving-feature-learning-1","title":"Understanding and Improving Feature Learning for Out-of-Distribution Generalization","date":"2023-04-22","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"pytorch/captum","path":"captum/_utils/progress.py","file_url":"https://github.com/pytorch/captum/blob/HEAD/captum/_utils/progress.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":"7dde11be93a92ca2","mcp_get_code":{"code_sha256":"7dde11be93a92ca2"}},{"arxiv_id":"2211.04591","paper":"/paper/learning-to-follow-instructions-in-text-based","title":"Learning to Follow Instructions in Text-Based Games","date":"2022-11-08","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"mathieutuli/ltl-gata","path":"src/ltl/progression.py","file_url":"https://github.com/mathieutuli/ltl-gata/blob/HEAD/src/ltl/progression.py","status":"ran_draft_wrong","verification_level":1,"contract_check":"OUTPUT_MISDECLARED","metamorphic_tier":"deterministic","behaviour_fingerprint":false,"licence":"NONE","inline_ok":false,"code_sha256_prefix":"3757b426ea6fb8ba","mcp_get_code":{"code_sha256":"3757b426ea6fb8ba"}},{"arxiv_id":"2102.06858","paper":"/paper/ltl2action-generalizing-ltl-instructions-for","title":"LTL2Action: Generalizing LTL Instructions for Multi-Task RL","date":"2021-02-13","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"LTL2Action/LTL2Action","path":"src/ltl_progression.py","file_url":"https://github.com/LTL2Action/LTL2Action/blob/HEAD/src/ltl_progression.py","status":"ran_draft_wrong","verification_level":1,"contract_check":"OUTPUT_MISDECLARED","metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"MIT","inline_ok":true,"code_sha256_prefix":"225ebd2e12756d09","mcp_get_code":{"code_sha256":"225ebd2e12756d09"}},{"arxiv_id":"2010.12697","paper":"/paper/investigating-saturation-effects-in","title":"Investigating Saturation Effects in Integrated Gradients","date":"2020-10-23","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"vivekmig/captum-1","path":"captum/_utils/progress.py","file_url":"https://github.com/vivekmig/captum-1/blob/HEAD/captum/_utils/progress.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":"be5ae855abd4ca8d","mcp_get_code":{"code_sha256":"be5ae855abd4ca8d"}},{"arxiv_id":"1611.01989","paper":"/paper/deepcoder-learning-to-write-programs","title":"DeepCoder: Learning to Write Programs","date":"2016-11-07","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"lcary/io-generation","path":"iogen/iogen.py","file_url":"https://github.com/lcary/io-generation/blob/HEAD/iogen/iogen.py","status":"ran_draft_wrong","verification_level":1,"contract_check":"OUTPUT_MISDECLARED","metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"NONE","inline_ok":false,"code_sha256_prefix":"c8528013d546438b","mcp_get_code":{"code_sha256":"c8528013d546438b"}}]}