# Simultaneous Speech Translation on MuST-C en-pt v1.0 (test) Source: [Simultaneous Speech Translation on MuST-C en-pt v1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-04-13T06:39:29.299Z Evaluation of Simultaneous Speech Translation performance using the en-pt language pair on the test split of MuST-C v1.0, 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-pt v1.0 (test) | | Metric | BLEU | | Unit | SCALAR | | 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: SCALAR. - [LAAL](): Higher is better; unit: SCALAR. ## Recorded results | Method | BLEU | Result date | Report paper | | --- | --- | --- | --- | | AlignAtt | 32.23 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 32.19 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 32.18 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 32.11 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 32.08 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 32.02 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 31.97 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 31.94 | Not recorded | 68fa74551e209131cea61242 | | LA | 31.92 | Not recorded | 68fa74551e209131cea61242 | | LA | 31.87 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 31.86 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 31.68 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 31.55 | Not recorded | 68fa74551e209131cea61242 | | LA | 31.48 | Not recorded | 68fa74551e209131cea61242 | | LA | 31.41 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 31.37 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 31.26 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 31.22 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 31.08 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 31.05 | Not recorded | 68fa74551e209131cea61242 | | LA | 30.8 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 30.77 | Not recorded | 68fa74551e209131cea61242 | | LA | 30.46 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 30.24 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 30.04 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 29.58 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 29.52 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 29.51 | Not recorded | 68fa74551e209131cea61242 | | LA | 29.24 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 28.94 | Not recorded | 68fa74551e209131cea61242 | | EDAtt | 28.6 | Not recorded | 68fa74551e209131cea61242 | | LA | 28.5 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 27.32 | Not recorded | 68fa74551e209131cea61242 | | AlignAtt | 27.28 | Not recorded | 68fa74551e209131cea61242 | | LA | 26.14 | Not recorded | 68fa74551e209131cea61242 | | LA | 24.3 | Not recorded | 68fa74551e209131cea61242 | ### AlignAtt BLEU: 32.23. Result ID: 69dc8df647f34ce924c3067d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"7"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 32.19. Result ID: 69dc8df647f34ce924c3067c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"7"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 32.18. Result ID: 69dc8df647f34ce924c3067b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"6"}. This record does not assert independent reproduction. ### EDAtt BLEU: 32.11. Result ID: 69dc8df647f34ce924c30689. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"6"}. This record does not assert independent reproduction. ### EDAtt BLEU: 32.08. Result ID: 69dc8df647f34ce924c30688. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"6"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 32.02. Result ID: 69dc8df647f34ce924c3067a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"w/o CFM","Latency level":"6"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 31.97. Result ID: 69dc8df647f34ce924c30679. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"5"}. This record does not assert independent reproduction. ### EDAtt BLEU: 31.94. Result ID: 69dc8df647f34ce924c30687. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"5"}. This record does not assert independent reproduction. ### LA BLEU: 31.92. Result ID: 69dc8df647f34ce924c30693. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"5"}. This record does not assert independent reproduction. ### LA BLEU: 31.87. Result ID: 69dc8df647f34ce924c30692. [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: 31.86. Result ID: 69dc8df647f34ce924c30686. [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: 31.68. Result ID: 69dc8df647f34ce924c30678. [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: 31.55. Result ID: 69dc8df647f34ce924c30685. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"4"}. This record does not assert independent reproduction. ### LA BLEU: 31.48. Result ID: 69dc8df647f34ce924c30691. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"4"}. This record does not assert independent reproduction. ### LA BLEU: 31.41. Result ID: 69dc8df647f34ce924c30690. [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: 31.37. Result ID: 69dc8df647f34ce924c30677. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"4"}. This record does not assert independent reproduction. ### EDAtt BLEU: 31.26. Result ID: 69dc8df647f34ce924c30684. [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: 31.22. Result ID: 69dc8df647f34ce924c30676. [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: 31.08. Result ID: 69dc8df647f34ce924c30675. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"3"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 31.05. Result ID: 69dc8df647f34ce924c30674. [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: 30.8. Result ID: 69dc8df647f34ce924c3068f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"3"}. This record does not assert independent reproduction. ### EDAtt BLEU: 30.77. Result ID: 69dc8df647f34ce924c30683. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"3"}. This record does not assert independent reproduction. ### LA BLEU: 30.46. Result ID: 69dc8df647f34ce924c3068e. [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: 30.24. Result ID: 69dc8df647f34ce924c30682. [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: 30.04. Result ID: 69dc8df647f34ce924c30681. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"2"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 29.58. Result ID: 69dc8df647f34ce924c30673. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"2"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 29.52. Result ID: 69dc8df647f34ce924c30672. [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: 29.51. Result ID: 69dc8df647f34ce924c30680. [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: 29.24. Result ID: 69dc8df647f34ce924c3068d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"2"}. This record does not assert independent reproduction. ### EDAtt BLEU: 28.94. Result ID: 69dc8df647f34ce924c3067f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"1"}. This record does not assert independent reproduction. ### EDAtt BLEU: 28.6. Result ID: 69dc8df647f34ce924c3067e. [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: 28.5. Result ID: 69dc8df647f34ce924c3068c. [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: 27.32. Result ID: 69dc8df647f34ce924c30671. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"1"}. This record does not assert independent reproduction. ### AlignAtt BLEU: 27.28. Result ID: 69dc8df647f34ce924c30670. [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: 26.14. Result ID: 69dc8df647f34ce924c3068b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"CFM Status":"CFM","Latency level":"1"}. This record does not assert independent reproduction. ### LA BLEU: 24.3. Result ID: 69dc8df647f34ce924c3068a. [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.