AudioBench - CoVoST2 TA-EN BLEU: leaderboard

AudioBench CoVoST2 TA-EN BLEU speech-translation BLEU slice measuring translation quality between the named source and target languages.

Metric: Mean Score (%). Source: github.com. 11 models tracked.

Top models

#ModelScoreOverall rank
1SALMONN-7B36.49#1293
2SeaLLMs-Audio-7B6.48#1018
3Phi-4 Multimodal Instruct5.31#906
4Qwen2-Audio-7B-Instruct4.43#880
5Whisper Large-v32.45#1271
6Qwen-Audio-Chat1.7#1244

Interactive version: theaggregate.ai/benchmark?slug=audiobench-covost2-ta-en-bleu · How It Works · Data refreshed daily, snapshot 2026-10-20.