Speech Translation on EuroParl en-de (test)
84COMET ScoreBEST-IWSLT25-IF
Evaluation results
| Method | Links | |
|---|---|---|
| BEST-IWSLT25-IFEvaluation Setting=in-domain2026.01 | 84 | |
| Transcripts + EuroLLM 9BEvaluation Setting=topline, Backbone=EuroLLM 9B2026.01 | 82.5 | |
| SpeechMapperBackbone=EuroLLM, Stage=2, Adaptation Objective=ST CE, Evaluation Setting=in-domain2026.01 | 82.2 | |
| Transcripts + Llama 3.1 8BEvaluation Setting=topline, Backbone=Llama 3.1 8B2026.01 | 81.2 | |
| SpeechMapperBackbone=Llama 3.1, Stage=2, Adaptation Objective=ST CE, Evaluation Setting=in-domain2026.01 | 80.9 | |
| SpeechMapperBackbone=EuroLLM, Stage=2, Adaptation Objective=ASR CE+MSE, Evaluation Setting=zero-shot2026.01 | 74.3 | |
| SpeechMapperBackbone=EuroLLM, Stage=1, Evaluation Setting=zero-shot2026.01 | 74.1 | |
| SpeechMapperBackbone=Llama 3.1, Stage=1, Evaluation Setting=zero-shot2026.01 | 72.3 | |
| SpeechMapperBackbone=EuroLLM, Stage=2, Adaptation Objective=ASR CE, Evaluation Setting=zero-shot2026.01 | 72.1 | |
| Seamless STEvaluation Setting=in-domain2026.01 | 70 | |
| SpeechMapperBackbone=Llama 3.1, Stage=2, Adaptation Objective=ASR CE+MSE, Evaluation Setting=zero-shot2026.01 | 66.4 | |
| SpeechMapperBackbone=Llama 3.1, Stage=2, Adaptation Objective=ASR CE, Evaluation Setting=zero-shot2026.01 | 60.5 |