Speech Translation on EuroParl en-fr (test)
85COMET ScoreTranscripts + EuroLLM 9B
Evaluation Results
| Method | Links | |
|---|---|---|
| Transcripts + EuroLLM 9BEvaluation Setting=topline, Backbone=EuroLLM 9B2026.01 | 85 | |
| SpeechMapperBackbone=EuroLLM, Stage=2, Adaptation Objective=ST CE, Evaluation Setting=in-domain2026.01 | 84.5 | |
| SpeechMapperBackbone=Llama 3.1, Stage=2, Adaptation Objective=ST CE, Evaluation Setting=in-domain2026.01 | 82.4 | |
| BEST-IWSLT25-IFEvaluation Setting=in-domain2026.01 | 81.1 | |
| Transcripts + Llama 3.1 8BEvaluation Setting=topline, Backbone=Llama 3.1 8B2026.01 | 81 | |
| SpeechMapperBackbone=EuroLLM, Stage=2, Adaptation Objective=ASR CE+MSE, Evaluation Setting=zero-shot2026.01 | 77.4 | |
| SpeechMapperBackbone=EuroLLM, Stage=2, Adaptation Objective=ASR CE, Evaluation Setting=zero-shot2026.01 | 76.4 | |
| SpeechMapperBackbone=EuroLLM, Stage=1, Evaluation Setting=zero-shot2026.01 | 76 | |
| Seamless STEvaluation Setting=in-domain2026.01 | 74.8 | |
| SpeechMapperBackbone=Llama 3.1, Stage=1, Evaluation Setting=zero-shot2026.01 | 73.9 | |
| SpeechMapperBackbone=Llama 3.1, Stage=2, Adaptation Objective=ASR CE+MSE, Evaluation Setting=zero-shot2026.01 | 71 | |
| SpeechMapperBackbone=Llama 3.1, Stage=2, Adaptation Objective=ASR CE, Evaluation Setting=zero-shot2026.01 | 69.4 |