{"url":"/sota/code-completion-on-rambo-benchmark","task":{"name":"Code Completion","url":"/task/code-completion","note":null},"dataset":{"name":"Rambo Benchmark","url":null},"category":"Computer Code","categories":["Computer Code"],"category_note":null,"description":null,"description_from":null,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","rank":"the archive's row order at snapshot; not re-ranked","rows_end_at":"2025-07-28","rows_withheld_as_spam":0,"metric_values":"the archive's strings, untouched"},"metrics":["Compilation Rate","BLEU"],"metric_direction":{"note":"inferred from the metric name only (the archive records no direction); null = not inferred, chart draws points only","by_metric":{"Compilation Rate":null,"BLEU":"higher"}},"counts":{"rows":2,"rows_with_code":2,"rows_with_paper_page":2,"rows_dated":2,"rows_using_additional_data":0},"rows":[{"rank_in_archive_order":1,"model":"Rambo","metrics":{"BLEU":"50.44","Compilation Rate":"61.70"},"uses_additional_data":false,"paper_date":"2024-09-23","paper":"/paper/rambo-enhancing-rag-based-repository-level","paper_url":"https://arxiv.org/abs/2409.15204v2","paper_title":"RAMBO: Enhancing RAG-based Repository-Level Method Body Completion","code":"https://github.com/ise-uet-vnu/rambo","n_code_links":1,"syntology":null},{"rank_in_archive_order":2,"model":"RepoCoder","metrics":{"BLEU":"46.22","Compilation Rate":"58.09"},"uses_additional_data":false,"paper_date":"2023-03-22","paper":"/paper/repocoder-repository-level-code-completion","paper_url":"https://arxiv.org/abs/2303.12570v3","paper_title":"RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation","code":"https://github.com/microsoft/codet","n_code_links":1,"syntology":{"n_ran":1,"n_unverified":6,"n_samples":7,"n_pointer_only_licence":0}}],"since_archive":{"present":false,"note":"No Syntology-extracted rows are published in this build."},"syntology":{"read_at":"2026-09-24T18:15:14+00:00","claim":"Per row: N of M harvested code samples from that row's paper executed on a synthesized fixture; the other M-N are unverified. Not a reproduction of the row's number; not a correctness claim. n_pointer_only_licence counts samples the site points at rather than redistributes (a licence axis, independent of ran/unverified).","rows_with_graph_line":1,"rows_with_any_sample_ran":1,"distinct_papers_with_graph_line":1,"distinct_papers_with_any_sample_ran":1,"samples_over_distinct_papers":{"n_ran":1,"n_unverified":6,"n_samples":7,"n_pointer_only_licence":0,"note":"each paper (arXiv id) counted once, however many rows it is behind; this is the page-level figure"},"samples_row_weighted":{"n_ran":1,"n_unverified":6,"n_samples":7,"n_pointer_only_licence":0,"note":"row-weighted: a paper behind several rows is counted once per row; inflated relative to samples_over_distinct_papers by design, kept for readers summing the per-row syntology blocks"}}}