metadata

title: Code Translation v3
tags:
  - code-translation
  - code-to-code
  - java
  - csharp
library_name: transformers
datasets:
  - google/code_x_glue_cc_code_to_code_trans
widget:
  - text: >-
      public class HelloWorld { public static void main(String[] args) {
      System.out.println("Hello, World!"); } }

Code Translation v3

Code Translation from Java to C#

Metric	Pre-Trained	Fine Tuned
BLEU Score	38.73%	85.42%
ROUGE-1 Score	60.56%	91.70%
ROUGE-2 Score	46.34%	87.64%
ROUGE-L Score	60.08%	91.43%
Exact Match Accuracy	0%	56%
Mutation-Based Translation Score	0.980	0.426

Code Translation v3

Base Model

Dataset

Testing Data