# Spoken Question Answering on LibriSQA (Part I) Source: [Spoken Question Answering on LibriSQA (Part I)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:30:56.980Z Evaluation of model performance on the LibriSQA (Part I) dataset for Spoken Question Answering, typically measured using Accuracy. 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) | LibriSQA (Part I) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 11 of 11 | | 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. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Transcripts + EuroLLM 9B | 87.6 | Not recorded | 697ae9afa2b28e761d87d0a0 | | Transcripts + Llama 3.1 8B | 85.1 | Not recorded | 697ae9afa2b28e761d87d0a0 | | SpeechMapper | 83.2 | Not recorded | 697ae9afa2b28e761d87d0a0 | | Seamless ASR + Llama 3.1 8B | 82.3 | Not recorded | 697ae9afa2b28e761d87d0a0 | | SpeechMapper | 81.6 | Not recorded | 697ae9afa2b28e761d87d0a0 | | BEST-IWSLT25-IF | 80.7 | Not recorded | 697ae9afa2b28e761d87d0a0 | | Seamless ASR + EuroLLM 9B | 79.8 | Not recorded | 697ae9afa2b28e761d87d0a0 | | SpeechMapper | 79.3 | Not recorded | 697ae9afa2b28e761d87d0a0 | | SpeechMapper | 75.6 | Not recorded | 697ae9afa2b28e761d87d0a0 | | SpeechMapper | 70.7 | Not recorded | 697ae9afa2b28e761d87d0a0 | | SpeechMapper | 51.9 | Not recorded | 697ae9afa2b28e761d87d0a0 | ### Transcripts + EuroLLM 9B Accuracy: 87.6. Result ID: 699666be5698665ec4ad1b80. [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: 85.1. Result ID: 699666be5698665ec4ad1b81. [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. ### SpeechMapper Accuracy: 83.2. Result ID: 699666be5698665ec4ad1b87. [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: 82.3. Result ID: 699666be5698665ec4ad1b83. [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: 81.6. Result ID: 699666be5698665ec4ad1b8a. [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: 80.7. Result ID: 699666be5698665ec4ad1b84. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"in-domain"}. This record does not assert independent reproduction. ### Seamless ASR + EuroLLM 9B Accuracy: 79.8. Result ID: 699666be5698665ec4ad1b82. [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: 79.3. Result ID: 699666be5698665ec4ad1b86. [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: 75.6. Result ID: 699666be5698665ec4ad1b89. [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: 70.7. Result ID: 699666be5698665ec4ad1b88. [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: 51.9. Result ID: 699666be5698665ec4ad1b85. [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.