# Spoken Question Answering on HotpotQA v1.0 (test) Source: [Spoken Question Answering on HotpotQA v1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-03-18T08:31:53.408Z Evaluation of model performance on the test split of HotpotQA version 1.0 specifically for Spoken Question Answering, reporting Exact Match (EM). 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) | HotpotQA v1.0 (test) | | Metric | Exact Match (EM) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [Exact Match (EM)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Exact Match (EM) | Result date | Report paper | | --- | --- | --- | --- | | AEG (with LFE) | 79.16 | Not recorded | 69ba31830636e5bf4afc075c | | baseline | 79.07 | Not recorded | 69ba31830636e5bf4afc075c | | AEG (w/o LFE) | 78.03 | Not recorded | 69ba31830636e5bf4afc075c | | AEG (with LFE) | 76.95 | Not recorded | 69ba31830636e5bf4afc075c | | AEG (w/o LFE) | 76.69 | Not recorded | 69ba31830636e5bf4afc075c | | AEG (with LFE) | 76.09 | Not recorded | 69ba31830636e5bf4afc075c | | AEG (w/o LFE) | 75.34 | Not recorded | 69ba31830636e5bf4afc075c | | baseline | 75.02 | Not recorded | 69ba31830636e5bf4afc075c | | baseline | 74.36 | Not recorded | 69ba31830636e5bf4afc075c | | AEG (with LFE) | 74.17 | Not recorded | 69ba31830636e5bf4afc075c | | baseline | 73.44 | Not recorded | 69ba31830636e5bf4afc075c | | AEG (w/o LFE) | 73.02 | Not recorded | 69ba31830636e5bf4afc075c | ### AEG (with LFE) Exact Match (EM): 79.16. Result ID: 69ba62a047f34ce924a44508. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-4o Audio"}. This record does not assert independent reproduction. ### baseline Exact Match (EM): 79.07. Result ID: 69ba62a047f34ce924a44506. [Reporting paper]() Recorded evaluation configuration: {"Model":"GPT-4o Audio"}. This record does not assert independent reproduction. ### AEG (w/o LFE) Exact Match (EM): 78.03. Result ID: 69ba62a047f34ce924a44507. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-4o Audio"}. This record does not assert independent reproduction. ### AEG (with LFE) Exact Match (EM): 76.95. Result ID: 69ba62a047f34ce924a4450e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen3-Omni-30B-A3B"}. This record does not assert independent reproduction. ### AEG (w/o LFE) Exact Match (EM): 76.69. Result ID: 69ba62a047f34ce924a4450d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen3-Omni-30B-A3B"}. This record does not assert independent reproduction. ### AEG (with LFE) Exact Match (EM): 76.09. Result ID: 69ba62a047f34ce924a44511. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LongCat-Flash-Omni"}. This record does not assert independent reproduction. ### AEG (w/o LFE) Exact Match (EM): 75.34. Result ID: 69ba62a047f34ce924a44510. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LongCat-Flash-Omni"}. This record does not assert independent reproduction. ### baseline Exact Match (EM): 75.02. Result ID: 69ba62a047f34ce924a4450c. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen3-Omni-30B-A3B"}. This record does not assert independent reproduction. ### baseline Exact Match (EM): 74.36. Result ID: 69ba62a047f34ce924a4450f. [Reporting paper]() Recorded evaluation configuration: {"Model":"LongCat-Flash-Omni"}. This record does not assert independent reproduction. ### AEG (with LFE) Exact Match (EM): 74.17. Result ID: 69ba62a047f34ce924a4450b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen3-Omni Flash"}. This record does not assert independent reproduction. ### baseline Exact Match (EM): 73.44. Result ID: 69ba62a047f34ce924a44509. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen3-Omni Flash"}. This record does not assert independent reproduction. ### AEG (w/o LFE) Exact Match (EM): 73.02. Result ID: 69ba62a047f34ce924a4450a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen3-Omni Flash"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.