# Simultaneous Speech Translation on MuST-C en-ru v1.0 (test) Source: [Simultaneous Speech Translation on MuST-C en-ru v1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-04-13T06:39:29.380Z Evaluation of Simultaneous Speech Translation performance for the English-to-Russian language pair on the test split of MuST-C version 1.0, reporting BLEU and LAAL scores. 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-ru v1.0 (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 | | --- | --- | --- | --- | | EDAtt | 18.5 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 18.37 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 18.3 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 18.28 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 18.14 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 18.03 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 17.98 | Not recorded | 68fa74551e209131cea61242 | | LA | 17.95 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 17.91 | Not recorded | 68fa74551e209131cea61242 | | LA | 17.88 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 17.84 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 17.8 | Not recorded | 68fa74551e209131cea61242 | | LA | 17.76 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 17.75 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 17.58 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 17.36 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 17.31 | Not recorded | 68fa74551e209131cea61242 | | LA | 17.3 | Not recorded | 68fa74551e209131cea61242 | | LA | 17.29 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 17.25 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 17.14 | Not recorded | 68fa74551e209131cea61242 | | LA | 16.95 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 16.79 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 16.67 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 16.29 | Not recorded | 68fa74551e209131cea61242 | | LA | 16.25 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 16.05 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 15.73 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 15.64 | Not recorded | 68fa74551e209131cea61242 | | LA | 15.52 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 15.46 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 15.34 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 14.47 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 14.45 | Not recorded | 68fa74551e209131cea61242 | | LA | 14.32 | Not recorded | 68fa74551e209131cea61242 | | LA | 12.98 | Not recorded | 68fa74551e209131cea61242 | ### EDAtt BLEU: 18.5. Result ID: 69dc8df647f34ce924c306cf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"5"}. This record does not assert independent reproduction. ### EDAtt BLEU: 18.37. Result ID: 69dc8df647f34ce924c306d1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"6"}. This record does not assert independent reproduction. ### EDAtt BLEU: 18.3. Result ID: 69dc8df647f34ce924c306d0. [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: 18.28. Result ID: 69dc8df647f34ce924c306ce. [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: 18.14. Result ID: 69dc8df647f34ce924c306c5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"7"}. This record does not assert independent reproduction. ### EDAtt BLEU: 18.03. Result ID: 69dc8df647f34ce924c306cd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"4"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 17.98. Result ID: 69dc8df647f34ce924c306c4. [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: 17.95. Result ID: 69dc8df647f34ce924c306db. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"5"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 17.91. Result ID: 69dc8df647f34ce924c306c3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"6"}. This record does not assert independent reproduction. ### LA BLEU: 17.88. Result ID: 69dc8df647f34ce924c306da. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"5"}. This record does not assert independent reproduction. ### EDAtt BLEU: 17.84. Result ID: 69dc8df647f34ce924c306cc. [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: 17.8. Result ID: 69dc8df647f34ce924c306c2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"6"}. This record does not assert independent reproduction. ### LA BLEU: 17.76. Result ID: 69dc8df647f34ce924c306d9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"4"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 17.75. Result ID: 69dc8df647f34ce924c306c1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"5"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 17.58. Result ID: 69dc8df647f34ce924c306c0. [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: 17.36. Result ID: 69dc8df647f34ce924c306bf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"4"}. This record does not assert independent reproduction. ### EDAtt BLEU: 17.31. Result ID: 69dc8df647f34ce924c306cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"3"}. This record does not assert independent reproduction. ### LA BLEU: 17.3. Result ID: 69dc8df647f34ce924c306d7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"3"}. This record does not assert independent reproduction. ### LA BLEU: 17.29. Result ID: 69dc8df647f34ce924c306d8. [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: 17.25. Result ID: 69dc8df647f34ce924c306be. [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: 17.14. Result ID: 69dc8df647f34ce924c306ca. [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: 16.95. Result ID: 69dc8df647f34ce924c306d6. [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: 16.79. Result ID: 69dc8df647f34ce924c306bd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"3"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 16.67. Result ID: 69dc8df647f34ce924c306bc. [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: 16.29. Result ID: 69dc8df647f34ce924c306c9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"2"}. This record does not assert independent reproduction. ### LA BLEU: 16.25. Result ID: 69dc8df647f34ce924c306d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"2"}. This record does not assert independent reproduction. ### EDAtt BLEU: 16.05. Result ID: 69dc8df647f34ce924c306c8. [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: 15.73. Result ID: 69dc8df647f34ce924c306bb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"2"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 15.64. Result ID: 69dc8df647f34ce924c306ba. [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: 15.52. Result ID: 69dc8df647f34ce924c306d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"2"}. This record does not assert independent reproduction. ### EDAtt BLEU: 15.46. Result ID: 69dc8df647f34ce924c306c7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"1"}. This record does not assert independent reproduction. ### EDAtt BLEU: 15.34. Result ID: 69dc8df647f34ce924c306c6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"1"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 14.47. Result ID: 69dc8df647f34ce924c306b9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"1"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 14.45. Result ID: 69dc8df647f34ce924c306b8. [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: 14.32. Result ID: 69dc8df647f34ce924c306d3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"1"}. This record does not assert independent reproduction. ### LA BLEU: 12.98. Result ID: 69dc8df647f34ce924c306d2. [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.