Code Translation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
80.5Ja2Py Score
21
Feb 26, 2026
73.91CB
20
Feb 26, 2026
76.36ACC
13
Feb 26, 2026
93.1Accuracy (C)
11
Jun 17, 2026
91.2Computational Accuracy (C)
11
Jun 17, 2026
93.6Computational Accuracy (C)
11
Jun 17, 2026
87.19CA@1 (C++ to Java)
11
May 14, 2026
79.87BLEU-4
8
Feb 26, 2026
84.03BLEU-4 Score
8
Feb 26, 2026
61.6Exact Match (EM)
8
Feb 26, 2026
90.2Functional Correctness (%)
6
Jun 17, 2026
58.4Pass@1
6
Apr 21, 2026
86Pass@1 Accuracy
6
Apr 21, 2026
94Pass@1
6
Apr 21, 2026
72.64BLEU Score
6
Feb 27, 2026
80.58BLEU
6
Feb 27, 2026
99.8ASR Score (Syntactic)
6
Feb 26, 2026
96.2ASR (Success Rate)
6
Feb 26, 2026
55.1Pass@1
5
Feb 27, 2026
74.84Accuracy
5
Feb 26, 2026
23.9Memory Usage (MB)
4
Jun 17, 2026
69Pass Count
4
May 19, 2026
246Pass Count
4
May 19, 2026
84.4CodeBLEU (C++ to Java)
4
Feb 26, 2026
86.99C++ -> Java CodeBLEU
4
Feb 26, 2026