STEB - Translation COMET (English to Chinese): leaderboard

Metric: COMET (wmt22-comet-da, 0-1 scale) of the Qwen3-ASR transcript of the translated speech against the reference translation; English-to-Chinese speech-to-speech translation. Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 4 models tracked.

Top models

#ModelScore
1Step-Audio-20.87
2UniSS0.85
3SeamlessExpressive0.81
4Seed LiveInterpret 2.00.81

Interactive version: theaggregate.ai/benchmark?slug=steb-translation-comet-english-to-chinese · How It Works · Data refreshed daily, snapshot 2026-09-26.