# Yes/No Question Answering on BioASQ Task B Source: [Yes/No Question Answering on BioASQ Task B]() Collection index: [llms.txt]() Data updated: 2026-04-14T10:41:30.860Z Evaluation of model performance on the BioASQ Task B subset, specifically for Yes/No Question Answering, reporting Accuracy, F1 scores for Yes/No answers, and Macro F1. 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 | Yes/No Question Answering | | Dataset (including any stated split) | BioASQ Task B | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 (Yes)](): Higher is better; unit: PERCENT. - [F1 (No)](): Higher is better; unit: PERCENT. - [Macro F1](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | ParallaxRAG + Qwen3-Plus | 93.51 | Not recorded | 68fa7c461e209131cea8d5a4 | | GPT-4o | 91.4 | Not recorded | 68fa7c461e209131cea8d5a4 | | GPT4-Turbo | 91.29 | Not recorded | 68fa7c461e209131cea8d5a4 | | Single-View + Qwen3-Plus | 91.12 | Not recorded | 68fa7c461e209131cea8d5a4 | | Deepseek-R1-8B | 90.77 | Not recorded | 68fa7c461e209131cea8d5a4 | | Qwen3-Plus | 90.12 | Not recorded | 68fa7c461e209131cea8d5a4 | ### ParallaxRAG + Qwen3-Plus Accuracy: 93.51. Result ID: 69de196047f34ce924c642ee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Generator":"Qwen3-Plus","Retriever":"ParallaxRAG"}. This record does not assert independent reproduction. ### GPT-4o Accuracy: 91.4. Result ID: 69de196047f34ce924c642eb. [Reporting paper]() Recorded evaluation configuration: {"Generator":"GPT-4o","Retriever":"None"}. This record does not assert independent reproduction. ### GPT4-Turbo Accuracy: 91.29. Result ID: 69de196047f34ce924c642ea. [Reporting paper]() Recorded evaluation configuration: {"Generator":"GPT4-Turbo","Retriever":"None"}. This record does not assert independent reproduction. ### Single-View + Qwen3-Plus Accuracy: 91.12. Result ID: 69de196047f34ce924c642ed. [Reporting paper]() Recorded evaluation configuration: {"Generator":"Qwen3-Plus","Retriever":"Single-View"}. This record does not assert independent reproduction. ### Deepseek-R1-8B Accuracy: 90.77. Result ID: 69de196047f34ce924c642e9. [Reporting paper]() Recorded evaluation configuration: {"Generator":"Deepseek-R1-8B","Retriever":"None"}. This record does not assert independent reproduction. ### Qwen3-Plus Accuracy: 90.12. Result ID: 69de196047f34ce924c642ec. [Reporting paper]() Recorded evaluation configuration: {"Generator":"Qwen3-Plus","Retriever":"None"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.