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CodeTransOcean - NicheTrans — leaderboard

CodeTransOcean sub-benchmark for translating code into niche and obscure programming languages. Evaluated by BLEU score.

Metric: BLEU. Source: yuchen814.github.io. 2 models tracked.

Top models

#ModelScore
1CodeT5+3.92
2Naive2.76

Interactive version: theaggregate.ai/benchmark?slug=codetransocean-nichetrans · How the rankings work · Data refreshed daily, snapshot 2026-07-22.

Built by Mikhail Doroshenko — AI researcher, co-author of Humanity’s Last Exam. Independent project; no affiliation with any AI lab.