# Speech Question Answering on MCIF short-form Source: [Speech Question Answering on MCIF short-form]() Collection index: [llms.txt]() Data updated: 2026-06-26T06:36:44.247Z Evaluation of model performance on the MCIF short-form dataset for Speech Question Answering, measured using BERTScore. 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 | Speech Question Answering | | Dataset (including any stated split) | MCIF short-form | | Metric | BERTScore (SQA) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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 - [BERTScore (SQA)](): Higher is better; unit: PERCENT. ## Recorded results | Method | BERTScore (SQA) | Result date | Report paper | | --- | --- | --- | --- | | Primary | 45.13 | Not recorded | 6a3e07c4206542251d7cb6d3 | | Contrastive | 44.66 | Not recorded | 6a3e07c4206542251d7cb6d3 | | Primary | 44.26 | Not recorded | 6a3e07c4206542251d7cb6d3 | | Contrastive | 44.13 | Not recorded | 6a3e07c4206542251d7cb6d3 | | Contrastive | 43.25 | Not recorded | 6a3e07c4206542251d7cb6d3 | | Contrastive | 42.94 | Not recorded | 6a3e07c4206542251d7cb6d3 | | Primary | 42.81 | Not recorded | 6a3e07c4206542251d7cb6d3 | | Primary | 41.52 | Not recorded | 6a3e07c4206542251d7cb6d3 | | Contrastive | 41.28 | Not recorded | 6a3e07c4206542251d7cb6d3 | | Primary | 40.34 | Not recorded | 6a3e07c4206542251d7cb6d3 | ### Primary BERTScore (SQA): 45.13. Result ID: 6a3e1deafbc373592c5e97a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Submission Mode":"Short-form","Language":"en-zh"}. This record does not assert independent reproduction. ### Contrastive BERTScore (SQA): 44.66. Result ID: 6a3e1deafbc373592c5e97a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Submission Mode":"Long-form","Language":"en-zh"}. This record does not assert independent reproduction. ### Primary BERTScore (SQA): 44.26. Result ID: 6a3e1deafbc373592c5e97a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Submission Mode":"Short-form","Language":"en-en"}. This record does not assert independent reproduction. ### Contrastive BERTScore (SQA): 44.13. Result ID: 6a3e1deafbc373592c5e97a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Submission Mode":"Long-form","Language":"en-en"}. This record does not assert independent reproduction. ### Contrastive BERTScore (SQA): 43.25. Result ID: 6a3e1deafbc373592c5e97a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Submission Mode":"Long-form","Language":"score"}. This record does not assert independent reproduction. ### Contrastive BERTScore (SQA): 42.94. Result ID: 6a3e1deafbc373592c5e97a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Submission Mode":"Long-form","Language":"en-de"}. This record does not assert independent reproduction. ### Primary BERTScore (SQA): 42.81. Result ID: 6a3e1deafbc373592c5e97a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Submission Mode":"Short-form","Language":"score"}. This record does not assert independent reproduction. ### Primary BERTScore (SQA): 41.52. Result ID: 6a3e1deafbc373592c5e97a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Submission Mode":"Short-form","Language":"en-de"}. This record does not assert independent reproduction. ### Contrastive BERTScore (SQA): 41.28. Result ID: 6a3e1deafbc373592c5e97a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Submission Mode":"Long-form","Language":"en-it"}. This record does not assert independent reproduction. ### Primary BERTScore (SQA): 40.34. Result ID: 6a3e1deafbc373592c5e97a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Submission Mode":"Short-form","Language":"en-it"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.