# Simultaneous Speech Translation on MuST-C en-ro 1.0 (test) Source: [Simultaneous Speech Translation on MuST-C en-ro 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-04-13T06:39:29.344Z Evaluation of Simultaneous Speech Translation performance for the English-to-Romanian language pair on the test split of MuST-C version 1.0, reporting metrics such as BLEU and LAAL. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Simultaneous Speech Translation | | Dataset (including any stated split) | MuST-C en-ro 1.0 (test) | | Metric | BLEU | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 36 of 36 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [BLEU](): Higher is better; unit: PERCENT. - [LAAL](): Higher is better; unit: SCALAR. ## Recorded results | Method | BLEU | Result date | Report paper | | --- | --- | --- | --- | | AlignAtt | 26.44 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 26.44 | Not recorded | 68fa74551e209131cea61242 | | LA | 26.38 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 26.37 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 26.32 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 26.31 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 26.27 | Not recorded | 68fa74551e209131cea61242 | | LA | 26.27 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 26.26 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 26.26 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 26.23 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 26.12 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 26.11 | Not recorded | 68fa74551e209131cea61242 | | LA | 26.05 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 25.97 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 25.93 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 25.91 | Not recorded | 68fa74551e209131cea61242 | | LA | 25.9 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 25.88 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 25.73 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 25.57 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 25.51 | Not recorded | 68fa74551e209131cea61242 | | LA | 25.29 | Not recorded | 68fa74551e209131cea61242 | | LA | 25.07 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 24.96 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 24.85 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 24.7 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 24.66 | Not recorded | 68fa74551e209131cea61242 | | LA | 24.29 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 24.12 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 23.99 | Not recorded | 68fa74551e209131cea61242 | | LA | 23.63 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 22.88 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 22.86 | Not recorded | 68fa74551e209131cea61242 | | LA | 21.6 | Not recorded | 68fa74551e209131cea61242 | | LA | 20.17 | Not recorded | 68fa74551e209131cea61242 | ### AlignAtt BLEU: 26.44. Result ID: 69dc8df647f34ce924c306a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"7"}. This record does not assert independent reproduction. ### EDAtt BLEU: 26.44. Result ID: 69dc8df647f34ce924c306ad. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"6"}. This record does not assert independent reproduction. ### LA BLEU: 26.38. Result ID: 69dc8df647f34ce924c306b7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"5"}. This record does not assert independent reproduction. ### EDAtt BLEU: 26.37. Result ID: 69dc8df647f34ce924c306ac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"6"}. This record does not assert independent reproduction. ### EDAtt BLEU: 26.32. Result ID: 69dc8df647f34ce924c306ab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"5"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 26.31. Result ID: 69dc8df647f34ce924c3069d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"5"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 26.27. Result ID: 69dc8df647f34ce924c306a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"7"}. This record does not assert independent reproduction. ### LA BLEU: 26.27. Result ID: 69dc8df647f34ce924c306b6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"5"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 26.26. Result ID: 69dc8df647f34ce924c3069f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"6"}. This record does not assert independent reproduction. ### EDAtt BLEU: 26.26. Result ID: 69dc8df647f34ce924c306aa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"5"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 26.23. Result ID: 69dc8df647f34ce924c3069c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"5"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 26.12. Result ID: 69dc8df647f34ce924c3069e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"6"}. This record does not assert independent reproduction. ### EDAtt BLEU: 26.11. Result ID: 69dc8df647f34ce924c306a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"4"}. This record does not assert independent reproduction. ### LA BLEU: 26.05. Result ID: 69dc8df647f34ce924c306b5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"4"}. This record does not assert independent reproduction. ### EDAtt BLEU: 25.97. Result ID: 69dc8df647f34ce924c306a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"4"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 25.93. Result ID: 69dc8df647f34ce924c3069b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"4"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 25.91. Result ID: 69dc8df647f34ce924c3069a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"4"}. This record does not assert independent reproduction. ### LA BLEU: 25.9. Result ID: 69dc8df647f34ce924c306b4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"4"}. This record does not assert independent reproduction. ### EDAtt BLEU: 25.88. Result ID: 69dc8df647f34ce924c306a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"3"}. This record does not assert independent reproduction. ### EDAtt BLEU: 25.73. Result ID: 69dc8df647f34ce924c306a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"3"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 25.57. Result ID: 69dc8df647f34ce924c30699. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"3"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 25.51. Result ID: 69dc8df647f34ce924c30698. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"3"}. This record does not assert independent reproduction. ### LA BLEU: 25.29. Result ID: 69dc8df647f34ce924c306b3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"3"}. This record does not assert independent reproduction. ### LA BLEU: 25.07. Result ID: 69dc8df647f34ce924c306b2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"3"}. This record does not assert independent reproduction. ### EDAtt BLEU: 24.96. Result ID: 69dc8df647f34ce924c306a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"2"}. This record does not assert independent reproduction. ### EDAtt BLEU: 24.85. Result ID: 69dc8df647f34ce924c306a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"2"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 24.7. Result ID: 69dc8df647f34ce924c30697. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"2"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 24.66. Result ID: 69dc8df647f34ce924c30696. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"2"}. This record does not assert independent reproduction. ### LA BLEU: 24.29. Result ID: 69dc8df647f34ce924c306b1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"2"}. This record does not assert independent reproduction. ### EDAtt BLEU: 24.12. Result ID: 69dc8df647f34ce924c306a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"1"}. This record does not assert independent reproduction. ### EDAtt BLEU: 23.99. Result ID: 69dc8df647f34ce924c306a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"1"}. This record does not assert independent reproduction. ### LA BLEU: 23.63. Result ID: 69dc8df647f34ce924c306b0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"2"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 22.88. Result ID: 69dc8df647f34ce924c30695. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"1"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 22.86. Result ID: 69dc8df647f34ce924c30694. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"1"}. This record does not assert independent reproduction. ### LA BLEU: 21.6. Result ID: 69dc8df647f34ce924c306af. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"1"}. This record does not assert independent reproduction. ### LA BLEU: 20.17. Result ID: 69dc8df647f34ce924c306ae. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"1"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.