{"task":"Program Repair","dataset":"DeepFix","metric_names":["Average Success Rate"],"rows":[{"id":49951,"task":"Program Repair","parent_task":"Program Synthesis","dataset":"DeepFix","model_name":"DrRepair + BIFI","metrics":{"Average Success Rate":"71.7"},"paper_url":"https://arxiv.org/abs/2106.06600v2","paper_title":"Break-It-Fix-It: Unsupervised Learning for Program Repair","paper_date":"2021-06-11","code_links":[{"title":"michiyasunaga/bifi","url":"https://github.com/michiyasunaga/bifi"}],"metrics_order":"[\"Average Success Rate\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":49952,"task":"Program Repair","parent_task":"Program Synthesis","dataset":"DeepFix","model_name":"DrRepair","metrics":{"Average Success Rate":"68.2"},"paper_url":"https://arxiv.org/abs/2005.10636v2","paper_title":"Graph-based, Self-Supervised Program Repair from Diagnostic Feedback","paper_date":"2020-05-20","code_links":[{"title":"michiyasunaga/DrRepair","url":"https://github.com/michiyasunaga/DrRepair"},{"title":"worksheets/0x01838644","url":"https://worksheets.codalab.org/worksheets/0x01838644724a433c932bef4cb5c42fbd"}],"metrics_order":"[\"Average Success Rate\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":49953,"task":"Program Repair","parent_task":"Program Synthesis","dataset":"DeepFix","model_name":"SampleFix","metrics":{"Average Success Rate":"45.3"},"paper_url":"https://arxiv.org/abs/1906.10502v3","paper_title":"SampleFix: Learning to Generate Functionally Diverse Fixes","paper_date":"2019-06-24","code_links":[],"metrics_order":"[\"Average Success Rate\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":49954,"task":"Program Repair","parent_task":"Program Synthesis","dataset":"DeepFix","model_name":"RLAssist","metrics":{"Average Success Rate":"26.6"},"paper_url":"http://arxiv.org/abs/1801.10467v1","paper_title":"Deep Reinforcement Learning for Programming Language Correction","paper_date":"2018-01-31","code_links":[{"title":"terne/dtuproject","url":"https://github.com/terne/dtuproject"}],"metrics_order":"[\"Average Success Rate\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":108008,"task":"Program Repair","parent_task":null,"dataset":"DeepFix","model_name":"DrRepair + BIFI","metrics":{"Average Success Rate":"71.7"},"paper_url":"https://arxiv.org/abs/2106.06600v2","paper_title":"Break-It-Fix-It: Unsupervised Learning for Program Repair","paper_date":"2021-06-11","code_links":[{"title":"michiyasunaga/bifi","url":"https://github.com/michiyasunaga/bifi"}],"metrics_order":"[\"Average Success Rate\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":108009,"task":"Program Repair","parent_task":null,"dataset":"DeepFix","model_name":"DrRepair","metrics":{"Average Success Rate":"68.2"},"paper_url":"https://arxiv.org/abs/2005.10636v2","paper_title":"Graph-based, Self-Supervised Program Repair from Diagnostic Feedback","paper_date":"2020-05-20","code_links":[{"title":"michiyasunaga/DrRepair","url":"https://github.com/michiyasunaga/DrRepair"},{"title":"worksheets/0x01838644","url":"https://worksheets.codalab.org/worksheets/0x01838644724a433c932bef4cb5c42fbd"}],"metrics_order":"[\"Average Success Rate\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":108010,"task":"Program Repair","parent_task":null,"dataset":"DeepFix","model_name":"SampleFix","metrics":{"Average Success Rate":"45.3"},"paper_url":"https://arxiv.org/abs/1906.10502v3","paper_title":"SampleFix: Learning to Generate Functionally Diverse Fixes","paper_date":"2019-06-24","code_links":[],"metrics_order":"[\"Average Success Rate\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":108011,"task":"Program Repair","parent_task":null,"dataset":"DeepFix","model_name":"RLAssist","metrics":{"Average Success Rate":"26.6"},"paper_url":"http://arxiv.org/abs/1801.10467v1","paper_title":"Deep Reinforcement Learning for Programming Language Correction","paper_date":"2018-01-31","code_links":[{"title":"terne/dtuproject","url":"https://github.com/terne/dtuproject"}],"metrics_order":"[\"Average Success Rate\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]}]}