{"task":"Code Documentation Generation","dataset":"CodeSearchNet - JavaScript","metric_names":["Smoothed BLEU-4"],"rows":[{"id":29307,"task":"Code Documentation Generation","parent_task":"Text Generation","dataset":"CodeSearchNet - JavaScript","model_name":"Transformer","metrics":{"Smoothed BLEU-4":"25.61"},"paper_url":"https://arxiv.org/abs/2002.08155v4","paper_title":"CodeBERT: A Pre-Trained Model for Programming and Natural Languages","paper_date":"2020-02-19","code_links":[{"title":"salesforce/codet5","url":"https://github.com/salesforce/codet5"},{"title":"microsoft/CodeBERT","url":"https://github.com/microsoft/CodeBERT"},{"title":"graykode/commit-autosuggestions","url":"https://github.com/graykode/commit-autosuggestions"},{"title":"sakirinn/llm4cvd","url":"https://github.com/sakirinn/llm4cvd"},{"title":"zhangzwwww/dietcode","url":"https://github.com/zhangzwwww/dietcode"},{"title":"zhangzwwww/dietcodebert","url":"https://github.com/zhangzwwww/dietcodebert"},{"title":"zfj1998/CodeBert-Code2Text","url":"https://github.com/zfj1998/CodeBert-Code2Text"},{"title":"JasonZhu-WHU/CoderAssistant","url":"https://github.com/JasonZhu-WHU/CoderAssistant"},{"title":"aminatadjer/test","url":"https://github.com/aminatadjer/test"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":29308,"task":"Code Documentation Generation","parent_task":"Text Generation","dataset":"CodeSearchNet - JavaScript","model_name":"CodeTrans-TF-Large","metrics":{"Smoothed BLEU-4":"18.98"},"paper_url":"https://arxiv.org/abs/2104.02443v2","paper_title":"CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance Computing","paper_date":"2021-04-06","code_links":[{"title":"agemagician/CodeTrans","url":"https://github.com/agemagician/CodeTrans"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":29309,"task":"Code Documentation Generation","parent_task":"Text Generation","dataset":"CodeSearchNet - JavaScript","model_name":"CodeBERT (MLM+RTD)","metrics":{"Smoothed BLEU-4":"9.54"},"paper_url":"https://arxiv.org/abs/2002.08155v4","paper_title":"CodeBERT: A Pre-Trained Model for Programming and Natural Languages","paper_date":"2020-02-19","code_links":[{"title":"salesforce/codet5","url":"https://github.com/salesforce/codet5"},{"title":"microsoft/CodeBERT","url":"https://github.com/microsoft/CodeBERT"},{"title":"graykode/commit-autosuggestions","url":"https://github.com/graykode/commit-autosuggestions"},{"title":"sakirinn/llm4cvd","url":"https://github.com/sakirinn/llm4cvd"},{"title":"zhangzwwww/dietcode","url":"https://github.com/zhangzwwww/dietcode"},{"title":"zhangzwwww/dietcodebert","url":"https://github.com/zhangzwwww/dietcodebert"},{"title":"zfj1998/CodeBert-Code2Text","url":"https://github.com/zfj1998/CodeBert-Code2Text"},{"title":"JasonZhu-WHU/CoderAssistant","url":"https://github.com/JasonZhu-WHU/CoderAssistant"},{"title":"aminatadjer/test","url":"https://github.com/aminatadjer/test"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":29310,"task":"Code Documentation Generation","parent_task":"Text Generation","dataset":"CodeSearchNet - JavaScript","model_name":"CodeBERT (RTD)","metrics":{"Smoothed BLEU-4":"8.73"},"paper_url":"https://arxiv.org/abs/2002.08155v4","paper_title":"CodeBERT: A Pre-Trained Model for Programming and Natural Languages","paper_date":"2020-02-19","code_links":[{"title":"salesforce/codet5","url":"https://github.com/salesforce/codet5"},{"title":"microsoft/CodeBERT","url":"https://github.com/microsoft/CodeBERT"},{"title":"graykode/commit-autosuggestions","url":"https://github.com/graykode/commit-autosuggestions"},{"title":"sakirinn/llm4cvd","url":"https://github.com/sakirinn/llm4cvd"},{"title":"zhangzwwww/dietcode","url":"https://github.com/zhangzwwww/dietcode"},{"title":"zhangzwwww/dietcodebert","url":"https://github.com/zhangzwwww/dietcodebert"},{"title":"zfj1998/CodeBert-Code2Text","url":"https://github.com/zfj1998/CodeBert-Code2Text"},{"title":"JasonZhu-WHU/CoderAssistant","url":"https://github.com/JasonZhu-WHU/CoderAssistant"},{"title":"aminatadjer/test","url":"https://github.com/aminatadjer/test"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":29311,"task":"Code Documentation Generation","parent_task":"Text Generation","dataset":"CodeSearchNet - JavaScript","model_name":"CodeBERT (MLM)","metrics":{"Smoothed BLEU-4":"8.51"},"paper_url":"https://arxiv.org/abs/2002.08155v4","paper_title":"CodeBERT: A Pre-Trained Model for Programming and Natural Languages","paper_date":"2020-02-19","code_links":[{"title":"salesforce/codet5","url":"https://github.com/salesforce/codet5"},{"title":"microsoft/CodeBERT","url":"https://github.com/microsoft/CodeBERT"},{"title":"graykode/commit-autosuggestions","url":"https://github.com/graykode/commit-autosuggestions"},{"title":"sakirinn/llm4cvd","url":"https://github.com/sakirinn/llm4cvd"},{"title":"zhangzwwww/dietcode","url":"https://github.com/zhangzwwww/dietcode"},{"title":"zhangzwwww/dietcodebert","url":"https://github.com/zhangzwwww/dietcodebert"},{"title":"zfj1998/CodeBert-Code2Text","url":"https://github.com/zfj1998/CodeBert-Code2Text"},{"title":"JasonZhu-WHU/CoderAssistant","url":"https://github.com/JasonZhu-WHU/CoderAssistant"},{"title":"aminatadjer/test","url":"https://github.com/aminatadjer/test"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":29312,"task":"Code Documentation Generation","parent_task":"Text Generation","dataset":"CodeSearchNet - JavaScript","model_name":"pre-train w/ code only","metrics":{"Smoothed BLEU-4":"8.3"},"paper_url":"https://arxiv.org/abs/2002.08155v4","paper_title":"CodeBERT: A Pre-Trained Model for Programming and Natural Languages","paper_date":"2020-02-19","code_links":[{"title":"salesforce/codet5","url":"https://github.com/salesforce/codet5"},{"title":"microsoft/CodeBERT","url":"https://github.com/microsoft/CodeBERT"},{"title":"graykode/commit-autosuggestions","url":"https://github.com/graykode/commit-autosuggestions"},{"title":"sakirinn/llm4cvd","url":"https://github.com/sakirinn/llm4cvd"},{"title":"zhangzwwww/dietcode","url":"https://github.com/zhangzwwww/dietcode"},{"title":"zhangzwwww/dietcodebert","url":"https://github.com/zhangzwwww/dietcodebert"},{"title":"zfj1998/CodeBert-Code2Text","url":"https://github.com/zfj1998/CodeBert-Code2Text"},{"title":"JasonZhu-WHU/CoderAssistant","url":"https://github.com/JasonZhu-WHU/CoderAssistant"},{"title":"aminatadjer/test","url":"https://github.com/aminatadjer/test"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":29313,"task":"Code Documentation Generation","parent_task":"Text Generation","dataset":"CodeSearchNet - JavaScript","model_name":"seq2seq","metrics":{"Smoothed BLEU-4":"6.88"},"paper_url":"https://arxiv.org/abs/2002.08155v4","paper_title":"CodeBERT: A Pre-Trained Model for Programming and Natural Languages","paper_date":"2020-02-19","code_links":[{"title":"salesforce/codet5","url":"https://github.com/salesforce/codet5"},{"title":"microsoft/CodeBERT","url":"https://github.com/microsoft/CodeBERT"},{"title":"graykode/commit-autosuggestions","url":"https://github.com/graykode/commit-autosuggestions"},{"title":"sakirinn/llm4cvd","url":"https://github.com/sakirinn/llm4cvd"},{"title":"zhangzwwww/dietcode","url":"https://github.com/zhangzwwww/dietcode"},{"title":"zhangzwwww/dietcodebert","url":"https://github.com/zhangzwwww/dietcodebert"},{"title":"zfj1998/CodeBert-Code2Text","url":"https://github.com/zfj1998/CodeBert-Code2Text"},{"title":"JasonZhu-WHU/CoderAssistant","url":"https://github.com/JasonZhu-WHU/CoderAssistant"},{"title":"aminatadjer/test","url":"https://github.com/aminatadjer/test"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":29314,"task":"Code Documentation Generation","parent_task":"Text Generation","dataset":"CodeSearchNet - JavaScript","model_name":"RoBERTa","metrics":{"Smoothed BLEU-4":"5.72"},"paper_url":"https://arxiv.org/abs/2002.08155v4","paper_title":"CodeBERT: A Pre-Trained Model for Programming and Natural Languages","paper_date":"2020-02-19","code_links":[{"title":"salesforce/codet5","url":"https://github.com/salesforce/codet5"},{"title":"microsoft/CodeBERT","url":"https://github.com/microsoft/CodeBERT"},{"title":"graykode/commit-autosuggestions","url":"https://github.com/graykode/commit-autosuggestions"},{"title":"sakirinn/llm4cvd","url":"https://github.com/sakirinn/llm4cvd"},{"title":"zhangzwwww/dietcode","url":"https://github.com/zhangzwwww/dietcode"},{"title":"zhangzwwww/dietcodebert","url":"https://github.com/zhangzwwww/dietcodebert"},{"title":"zfj1998/CodeBert-Code2Text","url":"https://github.com/zfj1998/CodeBert-Code2Text"},{"title":"JasonZhu-WHU/CoderAssistant","url":"https://github.com/JasonZhu-WHU/CoderAssistant"},{"title":"aminatadjer/test","url":"https://github.com/aminatadjer/test"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":29616,"task":"Code Documentation Generation","parent_task":"Code Generation","dataset":"CodeSearchNet - JavaScript","model_name":"Transformer","metrics":{"Smoothed BLEU-4":"25.61"},"paper_url":"https://arxiv.org/abs/2002.08155v4","paper_title":"CodeBERT: A Pre-Trained Model for Programming and Natural Languages","paper_date":"2020-02-19","code_links":[{"title":"salesforce/codet5","url":"https://github.com/salesforce/codet5"},{"title":"microsoft/CodeBERT","url":"https://github.com/microsoft/CodeBERT"},{"title":"graykode/commit-autosuggestions","url":"https://github.com/graykode/commit-autosuggestions"},{"title":"sakirinn/llm4cvd","url":"https://github.com/sakirinn/llm4cvd"},{"title":"zhangzwwww/dietcode","url":"https://github.com/zhangzwwww/dietcode"},{"title":"zhangzwwww/dietcodebert","url":"https://github.com/zhangzwwww/dietcodebert"},{"title":"zfj1998/CodeBert-Code2Text","url":"https://github.com/zfj1998/CodeBert-Code2Text"},{"title":"JasonZhu-WHU/CoderAssistant","url":"https://github.com/JasonZhu-WHU/CoderAssistant"},{"title":"aminatadjer/test","url":"https://github.com/aminatadjer/test"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":29617,"task":"Code Documentation Generation","parent_task":"Code Generation","dataset":"CodeSearchNet - JavaScript","model_name":"CodeTrans-TF-Large","metrics":{"Smoothed BLEU-4":"18.98"},"paper_url":"https://arxiv.org/abs/2104.02443v2","paper_title":"CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance Computing","paper_date":"2021-04-06","code_links":[{"title":"agemagician/CodeTrans","url":"https://github.com/agemagician/CodeTrans"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":29618,"task":"Code Documentation Generation","parent_task":"Code Generation","dataset":"CodeSearchNet - JavaScript","model_name":"CodeBERT (MLM+RTD)","metrics":{"Smoothed BLEU-4":"9.54"},"paper_url":"https://arxiv.org/abs/2002.08155v4","paper_title":"CodeBERT: A Pre-Trained Model for Programming and Natural Languages","paper_date":"2020-02-19","code_links":[{"title":"salesforce/codet5","url":"https://github.com/salesforce/codet5"},{"title":"microsoft/CodeBERT","url":"https://github.com/microsoft/CodeBERT"},{"title":"graykode/commit-autosuggestions","url":"https://github.com/graykode/commit-autosuggestions"},{"title":"sakirinn/llm4cvd","url":"https://github.com/sakirinn/llm4cvd"},{"title":"zhangzwwww/dietcode","url":"https://github.com/zhangzwwww/dietcode"},{"title":"zhangzwwww/dietcodebert","url":"https://github.com/zhangzwwww/dietcodebert"},{"title":"zfj1998/CodeBert-Code2Text","url":"https://github.com/zfj1998/CodeBert-Code2Text"},{"title":"JasonZhu-WHU/CoderAssistant","url":"https://github.com/JasonZhu-WHU/CoderAssistant"},{"title":"aminatadjer/test","url":"https://github.com/aminatadjer/test"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":29619,"task":"Code Documentation Generation","parent_task":"Code Generation","dataset":"CodeSearchNet - JavaScript","model_name":"CodeBERT (RTD)","metrics":{"Smoothed BLEU-4":"8.73"},"paper_url":"https://arxiv.org/abs/2002.08155v4","paper_title":"CodeBERT: A Pre-Trained Model for Programming and Natural Languages","paper_date":"2020-02-19","code_links":[{"title":"salesforce/codet5","url":"https://github.com/salesforce/codet5"},{"title":"microsoft/CodeBERT","url":"https://github.com/microsoft/CodeBERT"},{"title":"graykode/commit-autosuggestions","url":"https://github.com/graykode/commit-autosuggestions"},{"title":"sakirinn/llm4cvd","url":"https://github.com/sakirinn/llm4cvd"},{"title":"zhangzwwww/dietcode","url":"https://github.com/zhangzwwww/dietcode"},{"title":"zhangzwwww/dietcodebert","url":"https://github.com/zhangzwwww/dietcodebert"},{"title":"zfj1998/CodeBert-Code2Text","url":"https://github.com/zfj1998/CodeBert-Code2Text"},{"title":"JasonZhu-WHU/CoderAssistant","url":"https://github.com/JasonZhu-WHU/CoderAssistant"},{"title":"aminatadjer/test","url":"https://github.com/aminatadjer/test"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":29620,"task":"Code Documentation Generation","parent_task":"Code Generation","dataset":"CodeSearchNet - JavaScript","model_name":"CodeBERT (MLM)","metrics":{"Smoothed BLEU-4":"8.51"},"paper_url":"https://arxiv.org/abs/2002.08155v4","paper_title":"CodeBERT: A Pre-Trained Model for Programming and Natural Languages","paper_date":"2020-02-19","code_links":[{"title":"salesforce/codet5","url":"https://github.com/salesforce/codet5"},{"title":"microsoft/CodeBERT","url":"https://github.com/microsoft/CodeBERT"},{"title":"graykode/commit-autosuggestions","url":"https://github.com/graykode/commit-autosuggestions"},{"title":"sakirinn/llm4cvd","url":"https://github.com/sakirinn/llm4cvd"},{"title":"zhangzwwww/dietcode","url":"https://github.com/zhangzwwww/dietcode"},{"title":"zhangzwwww/dietcodebert","url":"https://github.com/zhangzwwww/dietcodebert"},{"title":"zfj1998/CodeBert-Code2Text","url":"https://github.com/zfj1998/CodeBert-Code2Text"},{"title":"JasonZhu-WHU/CoderAssistant","url":"https://github.com/JasonZhu-WHU/CoderAssistant"},{"title":"aminatadjer/test","url":"https://github.com/aminatadjer/test"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":29621,"task":"Code Documentation Generation","parent_task":"Code Generation","dataset":"CodeSearchNet - JavaScript","model_name":"pre-train w/ code only","metrics":{"Smoothed BLEU-4":"8.3"},"paper_url":"https://arxiv.org/abs/2002.08155v4","paper_title":"CodeBERT: A Pre-Trained Model for Programming and Natural Languages","paper_date":"2020-02-19","code_links":[{"title":"salesforce/codet5","url":"https://github.com/salesforce/codet5"},{"title":"microsoft/CodeBERT","url":"https://github.com/microsoft/CodeBERT"},{"title":"graykode/commit-autosuggestions","url":"https://github.com/graykode/commit-autosuggestions"},{"title":"sakirinn/llm4cvd","url":"https://github.com/sakirinn/llm4cvd"},{"title":"zhangzwwww/dietcode","url":"https://github.com/zhangzwwww/dietcode"},{"title":"zhangzwwww/dietcodebert","url":"https://github.com/zhangzwwww/dietcodebert"},{"title":"zfj1998/CodeBert-Code2Text","url":"https://github.com/zfj1998/CodeBert-Code2Text"},{"title":"JasonZhu-WHU/CoderAssistant","url":"https://github.com/JasonZhu-WHU/CoderAssistant"},{"title":"aminatadjer/test","url":"https://github.com/aminatadjer/test"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":29622,"task":"Code Documentation Generation","parent_task":"Code Generation","dataset":"CodeSearchNet - JavaScript","model_name":"seq2seq","metrics":{"Smoothed BLEU-4":"6.88"},"paper_url":"https://arxiv.org/abs/2002.08155v4","paper_title":"CodeBERT: A Pre-Trained Model for Programming and Natural Languages","paper_date":"2020-02-19","code_links":[{"title":"salesforce/codet5","url":"https://github.com/salesforce/codet5"},{"title":"microsoft/CodeBERT","url":"https://github.com/microsoft/CodeBERT"},{"title":"graykode/commit-autosuggestions","url":"https://github.com/graykode/commit-autosuggestions"},{"title":"sakirinn/llm4cvd","url":"https://github.com/sakirinn/llm4cvd"},{"title":"zhangzwwww/dietcode","url":"https://github.com/zhangzwwww/dietcode"},{"title":"zhangzwwww/dietcodebert","url":"https://github.com/zhangzwwww/dietcodebert"},{"title":"zfj1998/CodeBert-Code2Text","url":"https://github.com/zfj1998/CodeBert-Code2Text"},{"title":"JasonZhu-WHU/CoderAssistant","url":"https://github.com/JasonZhu-WHU/CoderAssistant"},{"title":"aminatadjer/test","url":"https://github.com/aminatadjer/test"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":29623,"task":"Code Documentation Generation","parent_task":"Code Generation","dataset":"CodeSearchNet - JavaScript","model_name":"RoBERTa","metrics":{"Smoothed BLEU-4":"5.72"},"paper_url":"https://arxiv.org/abs/2002.08155v4","paper_title":"CodeBERT: A Pre-Trained Model for Programming and Natural Languages","paper_date":"2020-02-19","code_links":[{"title":"salesforce/codet5","url":"https://github.com/salesforce/codet5"},{"title":"microsoft/CodeBERT","url":"https://github.com/microsoft/CodeBERT"},{"title":"graykode/commit-autosuggestions","url":"https://github.com/graykode/commit-autosuggestions"},{"title":"sakirinn/llm4cvd","url":"https://github.com/sakirinn/llm4cvd"},{"title":"zhangzwwww/dietcode","url":"https://github.com/zhangzwwww/dietcode"},{"title":"zhangzwwww/dietcodebert","url":"https://github.com/zhangzwwww/dietcodebert"},{"title":"zfj1998/CodeBert-Code2Text","url":"https://github.com/zfj1998/CodeBert-Code2Text"},{"title":"JasonZhu-WHU/CoderAssistant","url":"https://github.com/JasonZhu-WHU/CoderAssistant"},{"title":"aminatadjer/test","url":"https://github.com/aminatadjer/test"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":111950,"task":"Code Documentation Generation","parent_task":null,"dataset":"CodeSearchNet - JavaScript","model_name":"Transformer","metrics":{"Smoothed BLEU-4":"25.61"},"paper_url":"https://arxiv.org/abs/2002.08155v4","paper_title":"CodeBERT: A Pre-Trained Model for Programming and Natural Languages","paper_date":"2020-02-19","code_links":[{"title":"salesforce/codet5","url":"https://github.com/salesforce/codet5"},{"title":"microsoft/CodeBERT","url":"https://github.com/microsoft/CodeBERT"},{"title":"graykode/commit-autosuggestions","url":"https://github.com/graykode/commit-autosuggestions"},{"title":"sakirinn/llm4cvd","url":"https://github.com/sakirinn/llm4cvd"},{"title":"zhangzwwww/dietcode","url":"https://github.com/zhangzwwww/dietcode"},{"title":"zhangzwwww/dietcodebert","url":"https://github.com/zhangzwwww/dietcodebert"},{"title":"zfj1998/CodeBert-Code2Text","url":"https://github.com/zfj1998/CodeBert-Code2Text"},{"title":"JasonZhu-WHU/CoderAssistant","url":"https://github.com/JasonZhu-WHU/CoderAssistant"},{"title":"aminatadjer/test","url":"https://github.com/aminatadjer/test"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":111951,"task":"Code Documentation Generation","parent_task":null,"dataset":"CodeSearchNet - JavaScript","model_name":"CodeTrans-TF-Large","metrics":{"Smoothed BLEU-4":"18.98"},"paper_url":"https://arxiv.org/abs/2104.02443v2","paper_title":"CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance Computing","paper_date":"2021-04-06","code_links":[{"title":"agemagician/CodeTrans","url":"https://github.com/agemagician/CodeTrans"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":111952,"task":"Code Documentation Generation","parent_task":null,"dataset":"CodeSearchNet - JavaScript","model_name":"CodeBERT (MLM+RTD)","metrics":{"Smoothed BLEU-4":"9.54"},"paper_url":"https://arxiv.org/abs/2002.08155v4","paper_title":"CodeBERT: A Pre-Trained Model for Programming and Natural Languages","paper_date":"2020-02-19","code_links":[{"title":"salesforce/codet5","url":"https://github.com/salesforce/codet5"},{"title":"microsoft/CodeBERT","url":"https://github.com/microsoft/CodeBERT"},{"title":"graykode/commit-autosuggestions","url":"https://github.com/graykode/commit-autosuggestions"},{"title":"sakirinn/llm4cvd","url":"https://github.com/sakirinn/llm4cvd"},{"title":"zhangzwwww/dietcode","url":"https://github.com/zhangzwwww/dietcode"},{"title":"zhangzwwww/dietcodebert","url":"https://github.com/zhangzwwww/dietcodebert"},{"title":"zfj1998/CodeBert-Code2Text","url":"https://github.com/zfj1998/CodeBert-Code2Text"},{"title":"JasonZhu-WHU/CoderAssistant","url":"https://github.com/JasonZhu-WHU/CoderAssistant"},{"title":"aminatadjer/test","url":"https://github.com/aminatadjer/test"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":111953,"task":"Code Documentation Generation","parent_task":null,"dataset":"CodeSearchNet - JavaScript","model_name":"CodeBERT (RTD)","metrics":{"Smoothed BLEU-4":"8.73"},"paper_url":"https://arxiv.org/abs/2002.08155v4","paper_title":"CodeBERT: A Pre-Trained Model for Programming and Natural Languages","paper_date":"2020-02-19","code_links":[{"title":"salesforce/codet5","url":"https://github.com/salesforce/codet5"},{"title":"microsoft/CodeBERT","url":"https://github.com/microsoft/CodeBERT"},{"title":"graykode/commit-autosuggestions","url":"https://github.com/graykode/commit-autosuggestions"},{"title":"sakirinn/llm4cvd","url":"https://github.com/sakirinn/llm4cvd"},{"title":"zhangzwwww/dietcode","url":"https://github.com/zhangzwwww/dietcode"},{"title":"zhangzwwww/dietcodebert","url":"https://github.com/zhangzwwww/dietcodebert"},{"title":"zfj1998/CodeBert-Code2Text","url":"https://github.com/zfj1998/CodeBert-Code2Text"},{"title":"JasonZhu-WHU/CoderAssistant","url":"https://github.com/JasonZhu-WHU/CoderAssistant"},{"title":"aminatadjer/test","url":"https://github.com/aminatadjer/test"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":111954,"task":"Code Documentation Generation","parent_task":null,"dataset":"CodeSearchNet - JavaScript","model_name":"CodeBERT (MLM)","metrics":{"Smoothed BLEU-4":"8.51"},"paper_url":"https://arxiv.org/abs/2002.08155v4","paper_title":"CodeBERT: A Pre-Trained Model for Programming and Natural Languages","paper_date":"2020-02-19","code_links":[{"title":"salesforce/codet5","url":"https://github.com/salesforce/codet5"},{"title":"microsoft/CodeBERT","url":"https://github.com/microsoft/CodeBERT"},{"title":"graykode/commit-autosuggestions","url":"https://github.com/graykode/commit-autosuggestions"},{"title":"sakirinn/llm4cvd","url":"https://github.com/sakirinn/llm4cvd"},{"title":"zhangzwwww/dietcode","url":"https://github.com/zhangzwwww/dietcode"},{"title":"zhangzwwww/dietcodebert","url":"https://github.com/zhangzwwww/dietcodebert"},{"title":"zfj1998/CodeBert-Code2Text","url":"https://github.com/zfj1998/CodeBert-Code2Text"},{"title":"JasonZhu-WHU/CoderAssistant","url":"https://github.com/JasonZhu-WHU/CoderAssistant"},{"title":"aminatadjer/test","url":"https://github.com/aminatadjer/test"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":111955,"task":"Code Documentation Generation","parent_task":null,"dataset":"CodeSearchNet - JavaScript","model_name":"pre-train w/ code only","metrics":{"Smoothed BLEU-4":"8.3"},"paper_url":"https://arxiv.org/abs/2002.08155v4","paper_title":"CodeBERT: A Pre-Trained Model for Programming and Natural Languages","paper_date":"2020-02-19","code_links":[{"title":"salesforce/codet5","url":"https://github.com/salesforce/codet5"},{"title":"microsoft/CodeBERT","url":"https://github.com/microsoft/CodeBERT"},{"title":"graykode/commit-autosuggestions","url":"https://github.com/graykode/commit-autosuggestions"},{"title":"sakirinn/llm4cvd","url":"https://github.com/sakirinn/llm4cvd"},{"title":"zhangzwwww/dietcode","url":"https://github.com/zhangzwwww/dietcode"},{"title":"zhangzwwww/dietcodebert","url":"https://github.com/zhangzwwww/dietcodebert"},{"title":"zfj1998/CodeBert-Code2Text","url":"https://github.com/zfj1998/CodeBert-Code2Text"},{"title":"JasonZhu-WHU/CoderAssistant","url":"https://github.com/JasonZhu-WHU/CoderAssistant"},{"title":"aminatadjer/test","url":"https://github.com/aminatadjer/test"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":111956,"task":"Code Documentation Generation","parent_task":null,"dataset":"CodeSearchNet - JavaScript","model_name":"seq2seq","metrics":{"Smoothed BLEU-4":"6.88"},"paper_url":"https://arxiv.org/abs/2002.08155v4","paper_title":"CodeBERT: A Pre-Trained Model for Programming and Natural Languages","paper_date":"2020-02-19","code_links":[{"title":"salesforce/codet5","url":"https://github.com/salesforce/codet5"},{"title":"microsoft/CodeBERT","url":"https://github.com/microsoft/CodeBERT"},{"title":"graykode/commit-autosuggestions","url":"https://github.com/graykode/commit-autosuggestions"},{"title":"sakirinn/llm4cvd","url":"https://github.com/sakirinn/llm4cvd"},{"title":"zhangzwwww/dietcode","url":"https://github.com/zhangzwwww/dietcode"},{"title":"zhangzwwww/dietcodebert","url":"https://github.com/zhangzwwww/dietcodebert"},{"title":"zfj1998/CodeBert-Code2Text","url":"https://github.com/zfj1998/CodeBert-Code2Text"},{"title":"JasonZhu-WHU/CoderAssistant","url":"https://github.com/JasonZhu-WHU/CoderAssistant"},{"title":"aminatadjer/test","url":"https://github.com/aminatadjer/test"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]},{"id":111957,"task":"Code Documentation Generation","parent_task":null,"dataset":"CodeSearchNet - JavaScript","model_name":"RoBERTa","metrics":{"Smoothed BLEU-4":"5.72"},"paper_url":"https://arxiv.org/abs/2002.08155v4","paper_title":"CodeBERT: A Pre-Trained Model for Programming and Natural Languages","paper_date":"2020-02-19","code_links":[{"title":"salesforce/codet5","url":"https://github.com/salesforce/codet5"},{"title":"microsoft/CodeBERT","url":"https://github.com/microsoft/CodeBERT"},{"title":"graykode/commit-autosuggestions","url":"https://github.com/graykode/commit-autosuggestions"},{"title":"sakirinn/llm4cvd","url":"https://github.com/sakirinn/llm4cvd"},{"title":"zhangzwwww/dietcode","url":"https://github.com/zhangzwwww/dietcode"},{"title":"zhangzwwww/dietcodebert","url":"https://github.com/zhangzwwww/dietcodebert"},{"title":"zfj1998/CodeBert-Code2Text","url":"https://github.com/zfj1998/CodeBert-Code2Text"},{"title":"JasonZhu-WHU/CoderAssistant","url":"https://github.com/JasonZhu-WHU/CoderAssistant"},{"title":"aminatadjer/test","url":"https://github.com/aminatadjer/test"}],"metrics_order":"[\"Smoothed BLEU-4\"]","area":"Computer Code","uses_additional_data":0,"source":"archive","tags":[]}]}