AI RESEARCH

Follow-up on the TranslateGemma subtitle benchmark: human review of segments rated "clean" by MetricX-24 and COMETKiwi [D]

r/MachineLearning

A few weeks ago I shared the results of a benchmark here comparing 6 LLMs on subtitle translation, scored with two reference-free QE metrics - MetricX-24 (~13B mT5-XXL) and COMETKiwi (~10.7B XLM-R-XXL) - combined into a TQI index. Posting a follow-up because we did human review afterwards, and the result is worth discussing. The original benchmark put TranslateGemma-12b first in every language pair.