# Syntactic Parsing on SpokeBench 1.0 (test) Source: [Syntactic Parsing on SpokeBench 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:48:05.130Z Evaluation of Syntactic Parsing performance on the test split of SpokeBench 1.0, reporting metrics including LAS, UAS, CLAS, and U-LAS. 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 | Syntactic Parsing | | Dataset (including any stated split) | SpokeBench 1.0 (test) | | Metric | LAS | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 33 of 33 | | 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 - [LAS](): Higher is better; unit: SCALAR. - [UAS](): Higher is better; unit: SCALAR. - [CLAS](): Higher is better; unit: SCALAR. - [U-LAS](): Higher is better; unit: SCALAR. ## Recorded results | Method | LAS | Result date | Report paper | | --- | --- | --- | --- | | Bilingua Parser | 0.39 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | DECAP | 0.39 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | Bilingua Parser | 0.38 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | Bilingua Parser | 0.37 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | DECAP | 0.36 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | DECAP | 0.36 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | DECAP | 0.35 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | Bilingua Parser | 0.35 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | Bilingua Parser | 0.33 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | Bilingua Parser | 0.32 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | Bilingua Parser | 0.32 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | Bilingua Parser | 0.31 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | Bilingua Parser | 0.31 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | DECAP | 0.27 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | DECAP | 0.27 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | DECAP | 0.26 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | DECAP | 0.26 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | DECAP | 0.24 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | Bilingua Parser | 0.22 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | Bilingual Traditional Parser | 0.2 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | Bilingual Traditional Parser | 0.19 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | DECAP | 0.19 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | Bilingual Traditional Parser | 0.19 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | Bilingual Traditional Parser | 0.17 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | Bilingual Traditional Parser | 0.16 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | Bilingual Traditional Parser | 0.16 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | Bilingual Traditional Parser | 0.15 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | Bilingual Traditional Parser | 0.14 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | DECAP | 0.14 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | Bilingual Traditional Parser | 0.13 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | Bilingua Parser | 0.09 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | Bilingual Traditional Parser | 0.03 | Not recorded | 69896a2fc97a0b3e3b5dc602 | | Bilingual Traditional Parser | 0.02 | Not recorded | 69896a2fc97a0b3e3b5dc602 | ### Bilingua Parser LAS: 0.39. Result ID: 699646185698665ec489f2c0. [Reporting paper]() Recorded evaluation configuration: {"Category":"Ellipsis+"}. This record does not assert independent reproduction. ### DECAP LAS: 0.39. Result ID: 699646185698665ec489f2c1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Ellipsis+"}. This record does not assert independent reproduction. ### Bilingua Parser LAS: 0.38. Result ID: 699646185698665ec489f2cc. [Reporting paper]() Recorded evaluation configuration: {"Category":"None"}. This record does not assert independent reproduction. ### Bilingua Parser LAS: 0.37. Result ID: 699646185698665ec489f2c9. [Reporting paper]() Recorded evaluation configuration: {"Category":"Complex"}. This record does not assert independent reproduction. ### DECAP LAS: 0.36. Result ID: 699646185698665ec489f2b2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Repetition"}. This record does not assert independent reproduction. ### DECAP LAS: 0.36. Result ID: 699646185698665ec489f2c7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Discourse+"}. This record does not assert independent reproduction. ### DECAP LAS: 0.35. Result ID: 699646185698665ec489f2bb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Contr. (ES)"}. This record does not assert independent reproduction. ### Bilingua Parser LAS: 0.35. Result ID: 699646185698665ec489f2c6. [Reporting paper]() Recorded evaluation configuration: {"Category":"Discourse+"}. This record does not assert independent reproduction. ### Bilingua Parser LAS: 0.33. Result ID: 699646185698665ec489f2c3. [Reporting paper]() Recorded evaluation configuration: {"Category":"Discourse"}. This record does not assert independent reproduction. ### Bilingua Parser LAS: 0.32. Result ID: 699646185698665ec489f2b1. [Reporting paper]() Recorded evaluation configuration: {"Category":"Repetition"}. This record does not assert independent reproduction. ### Bilingua Parser LAS: 0.32. Result ID: 699646185698665ec489f2cf. [Reporting paper]() Recorded evaluation configuration: {"Category":"Overall"}. This record does not assert independent reproduction. ### Bilingua Parser LAS: 0.31. Result ID: 699646185698665ec489f2ba. [Reporting paper]() Recorded evaluation configuration: {"Category":"Contr. (ES)"}. This record does not assert independent reproduction. ### Bilingua Parser LAS: 0.31. Result ID: 699646185698665ec489f2bd. [Reporting paper]() Recorded evaluation configuration: {"Category":"Ellipsis"}. This record does not assert independent reproduction. ### DECAP LAS: 0.27. Result ID: 699646185698665ec489f2b5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Repetition+"}. This record does not assert independent reproduction. ### DECAP LAS: 0.27. Result ID: 699646185698665ec489f2ca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Complex"}. This record does not assert independent reproduction. ### DECAP LAS: 0.26. Result ID: 699646185698665ec489f2b8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Contr. (EN)"}. This record does not assert independent reproduction. ### DECAP LAS: 0.26. Result ID: 699646185698665ec489f2d0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Overall"}. This record does not assert independent reproduction. ### DECAP LAS: 0.24. Result ID: 699646185698665ec489f2be. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Ellipsis"}. This record does not assert independent reproduction. ### Bilingua Parser LAS: 0.22. Result ID: 699646185698665ec489f2b4. [Reporting paper]() Recorded evaluation configuration: {"Category":"Repetition+"}. This record does not assert independent reproduction. ### Bilingual Traditional Parser LAS: 0.2. Result ID: 699646185698665ec489f2cb. [Reporting paper]() Recorded evaluation configuration: {"Category":"None"}. This record does not assert independent reproduction. ### Bilingual Traditional Parser LAS: 0.19. Result ID: 699646185698665ec489f2bf. [Reporting paper]() Recorded evaluation configuration: {"Category":"Ellipsis+"}. This record does not assert independent reproduction. ### DECAP LAS: 0.19. Result ID: 699646185698665ec489f2c4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Discourse"}. This record does not assert independent reproduction. ### Bilingual Traditional Parser LAS: 0.19. Result ID: 699646185698665ec489f2c5. [Reporting paper]() Recorded evaluation configuration: {"Category":"Discourse+"}. This record does not assert independent reproduction. ### Bilingual Traditional Parser LAS: 0.17. Result ID: 699646185698665ec489f2c2. [Reporting paper]() Recorded evaluation configuration: {"Category":"Discourse"}. This record does not assert independent reproduction. ### Bilingual Traditional Parser LAS: 0.16. Result ID: 699646185698665ec489f2b3. [Reporting paper]() Recorded evaluation configuration: {"Category":"Repetition+"}. This record does not assert independent reproduction. ### Bilingual Traditional Parser LAS: 0.16. Result ID: 699646185698665ec489f2bc. [Reporting paper]() Recorded evaluation configuration: {"Category":"Ellipsis"}. This record does not assert independent reproduction. ### Bilingual Traditional Parser LAS: 0.15. Result ID: 699646185698665ec489f2b0. [Reporting paper]() Recorded evaluation configuration: {"Category":"Repetition"}. This record does not assert independent reproduction. ### Bilingual Traditional Parser LAS: 0.14. Result ID: 699646185698665ec489f2c8. [Reporting paper]() Recorded evaluation configuration: {"Category":"Complex"}. This record does not assert independent reproduction. ### DECAP LAS: 0.14. Result ID: 699646185698665ec489f2cd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"None"}. This record does not assert independent reproduction. ### Bilingual Traditional Parser LAS: 0.13. Result ID: 699646185698665ec489f2ce. [Reporting paper]() Recorded evaluation configuration: {"Category":"Overall"}. This record does not assert independent reproduction. ### Bilingua Parser LAS: 0.09. Result ID: 699646185698665ec489f2b7. [Reporting paper]() Recorded evaluation configuration: {"Category":"Contr. (EN)"}. This record does not assert independent reproduction. ### Bilingual Traditional Parser LAS: 0.03. Result ID: 699646185698665ec489f2b6. [Reporting paper]() Recorded evaluation configuration: {"Category":"Contr. (EN)"}. This record does not assert independent reproduction. ### Bilingual Traditional Parser LAS: 0.02. Result ID: 699646185698665ec489f2b9. [Reporting paper]() Recorded evaluation configuration: {"Category":"Contr. (ES)"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.