CodeTransOcean - MultilingualTrans — leaderboard
CodeTransOcean sub-benchmark for translating code across mainstream programming languages. Evaluated by BLEU score.
Metric: BLEU. Source: yuchen814.github.io. 4 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | CodeT5+ (One-to-Many) | 6.42 |
| 2 | CodeT5+ (Many-to-Many) | 5.81 |
| 3 | CodeT5+ (Many-to-One) | 5.31 |
| 4 | CodeT5+ (One-to-One) | 5.19 |
Interactive version: theaggregate.ai/benchmark?slug=codetransocean-multilingualtrans · How the rankings work · Data refreshed daily, snapshot 2026-07-22.