# Spoken Question Answering on Spoken SQuAD (test) Source: [Spoken Question Answering on Spoken SQuAD (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:30:57.033Z Evaluation of model performance on the test split of the Spoken SQuAD dataset for Spoken Question Answering, reporting F1 and AOS 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 | Spoken Question Answering | | Dataset (including any stated split) | Spoken SQuAD (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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 - [Accuracy](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. - [AOS](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Transcripts + EuroLLM 9B | 91.1 | Not recorded | 697ae9afa2b28e761d87d0a0 | | Transcripts + Llama 3.1 8B | 89.2 | Not recorded | 697ae9afa2b28e761d87d0a0 | | Seamless ASR + EuroLLM 9B | 89.2 | Not recorded | 697ae9afa2b28e761d87d0a0 | | SpeechMapper | 87.9 | Not recorded | 697ae9afa2b28e761d87d0a0 | | BEST-IWSLT25-IF | 87.4 | Not recorded | 697ae9afa2b28e761d87d0a0 | | SpeechMapper | 87.4 | Not recorded | 697ae9afa2b28e761d87d0a0 | | Seamless ASR + Llama 3.1 8B | 85.6 | Not recorded | 697ae9afa2b28e761d87d0a0 | | SpeechMapper | 75.1 | Not recorded | 697ae9afa2b28e761d87d0a0 | | SpeechMapper | 72.3 | Not recorded | 697ae9afa2b28e761d87d0a0 | | SpeechMapper | 62.3 | Not recorded | 697ae9afa2b28e761d87d0a0 | | SpeechMapper | 61.9 | Not recorded | 697ae9afa2b28e761d87d0a0 | ### Transcripts + EuroLLM 9B Accuracy: 91.1. Result ID: 699666be5698665ec4ad1b75. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"EuroLLM 9B","Input Mode":"Transcripts","Evaluation Protocol":"topline"}. This record does not assert independent reproduction. ### Transcripts + Llama 3.1 8B Accuracy: 89.2. Result ID: 699666be5698665ec4ad1b76. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Llama 3.1 8B","Input Mode":"Transcripts","Evaluation Protocol":"topline"}. This record does not assert independent reproduction. ### Seamless ASR + EuroLLM 9B Accuracy: 89.2. Result ID: 699666be5698665ec4ad1b77. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"EuroLLM 9B","Input Mode":"Seamless ASR","Evaluation Protocol":"zero-shot"}. This record does not assert independent reproduction. ### SpeechMapper Accuracy: 87.9. Result ID: 699666be5698665ec4ad1b7f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Llama 3.1","Training Stage":"Stage 2 \[ASR/SQA CE\]","Evaluation Protocol":"in-domain"}. This record does not assert independent reproduction. ### BEST-IWSLT25-IF Accuracy: 87.4. Result ID: 699666be5698665ec4ad1b79. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"in-domain"}. This record does not assert independent reproduction. ### SpeechMapper Accuracy: 87.4. Result ID: 699666be5698665ec4ad1b7c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"EuroLLM","Training Stage":"Stage 2 \[ASR/SQA CE\]","Evaluation Protocol":"in-domain"}. This record does not assert independent reproduction. ### Seamless ASR + Llama 3.1 8B Accuracy: 85.6. Result ID: 699666be5698665ec4ad1b78. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Llama 3.1 8B","Input Mode":"Seamless ASR","Evaluation Protocol":"zero-shot"}. This record does not assert independent reproduction. ### SpeechMapper Accuracy: 75.1. Result ID: 699666be5698665ec4ad1b7b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"EuroLLM","Training Stage":"Stage 2 \[ASR CE+MSE\]","Evaluation Protocol":"zero-shot"}. This record does not assert independent reproduction. ### SpeechMapper Accuracy: 72.3. Result ID: 699666be5698665ec4ad1b7e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Llama 3.1","Training Stage":"Stage 2 \[ASR CE+MSE\]","Evaluation Protocol":"zero-shot"}. This record does not assert independent reproduction. ### SpeechMapper Accuracy: 62.3. Result ID: 699666be5698665ec4ad1b7d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Llama 3.1","Training Stage":"Stage 1","Evaluation Protocol":"zero-shot"}. This record does not assert independent reproduction. ### SpeechMapper Accuracy: 61.9. Result ID: 699666be5698665ec4ad1b7a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"EuroLLM","Training Stage":"Stage 1","Evaluation Protocol":"zero-shot"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.