[r/ML] We benchmarked TranslateGemma against 5 other LLMs on subtitle translation across 6 languages. At first glance the numbers told a clean story, but then human QA added a chapter. [D]

Summary

A new benchmark evaluated TranslateGemma against five other leading LLMs (including Claude, Deepseek, Gemini, and GPT-5.4 variants) for English subtitle translation into six different languages. While initial automated reference-free quality metrics presented a clear picture, subsequent human quality assurance revealed additional complexities, suggesting that automated scores may not fully capture translation nuances.

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