Source Code Summarization

13 benchmarks58 papers

Code Summarization is a task that tries to comprehend code and automatically generate descriptions directly from the source code.

<span class="description-source">Source: Improving Automatic Source Code Summarization via Deep Reinforcement Learning </span>

Benchmarks

Source Code Summarization on CodeSearchNet

F1

Source Code Summarization on DeepCom-Java

BLEU-4METEOR

Source Code Summarization on ParallelCorpus-Python

BLEU-4METEOR

Source Code Summarization on CoDesc

BLEU-4

Source Code Summarization on CodeSearchNet - Python

BLEU-4METEOR

Source Code Summarization on Java scripts

BLEU-4METEOR

Source Code Summarization on Summarizing Source Code using a Neural Attention Model - C#

Smoothed BLEU-4

Source Code Summarization on Summarizing Source Code using a Neural Attention Model - Python

Smoothed BLEU-4

Source Code Summarization on Summarizing Source Code using a Neural Attention Model - SQL

Smoothed BLEU-4