# Open Domain Question Answering on PopQA (All) Source: [Open Domain Question Answering on PopQA (All)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:28:54.458Z Evaluation of model performance on the PopQA dataset (All splits) for Open Domain Question Answering, 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 | Open Domain Question Answering | | Dataset (including any stated split) | PopQA (All) | | Metric | Accuracy | | 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 - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | AAR | 32.9 | Not recorded | 68fa6f781e209131cea45c8d | | AAR | 30.1 | Not recorded | 68fa6f781e209131cea45c8d | | AAR | 29.1 | Not recorded | 68fa6f781e209131cea45c8d | | AAR | 27.8 | Not recorded | 68fa6f781e209131cea45c8d | | OPT | 12.3 | Not recorded | 68fa6f781e209131cea45c8d | | OPT GenRead | 12.2 | Not recorded | 68fa6f781e209131cea45c8d | | OPT | 12 | Not recorded | 68fa6f781e209131cea45c8d | | GPT-neo GenRead | 11.9 | Not recorded | 68fa6f781e209131cea45c8d | | GPT-neo | 11.3 | Not recorded | 68fa6f781e209131cea45c8d | | GPT-neo | 9.9 | Not recorded | 68fa6f781e209131cea45c8d | ### AAR Accuracy: 32.9. Result ID: 6990c1e43a6c31484903080b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Settings":"Zero-shot","Model Scale":"1.3B","Backbone LM":"OPT","Retriever":"ANCE"}. This record does not assert independent reproduction. ### AAR Accuracy: 30.1. Result ID: 6990c1e43a6c31484903080c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Settings":"Zero-shot","Model Scale":"1.3B","Backbone LM":"GPT-neo","Retriever":"ANCE"}. This record does not assert independent reproduction. ### AAR Accuracy: 29.1. Result ID: 6990c1e43a6c314849030809. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Settings":"Zero-shot","Model Scale":"1.3B","Backbone LM":"OPT","Retriever":"Contriever"}. This record does not assert independent reproduction. ### AAR Accuracy: 27.8. Result ID: 6990c1e43a6c31484903080a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Settings":"Zero-shot","Model Scale":"1.3B","Backbone LM":"GPT-neo","Retriever":"Contriever"}. This record does not assert independent reproduction. ### OPT Accuracy: 12.3. Result ID: 6990c1e43a6c314849030803. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Settings":"Few-shot","Model Scale":"1.3B"}. This record does not assert independent reproduction. ### OPT GenRead Accuracy: 12.2. Result ID: 6990c1e43a6c314849030807. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Settings":"Zero-shot","Model Scale":"1.3B"}. This record does not assert independent reproduction. ### OPT Accuracy: 12. Result ID: 6990c1e43a6c314849030805. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Settings":"Zero-shot","Model Scale":"1.3B"}. This record does not assert independent reproduction. ### GPT-neo GenRead Accuracy: 11.9. Result ID: 6990c1e43a6c314849030808. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Settings":"Zero-shot","Model Scale":"1.3B"}. This record does not assert independent reproduction. ### GPT-neo Accuracy: 11.3. Result ID: 6990c1e43a6c314849030804. [Reporting paper]() Recorded evaluation configuration: {"Settings":"Few-shot","Model Scale":"1.3B"}. This record does not assert independent reproduction. ### GPT-neo Accuracy: 9.9. Result ID: 6990c1e43a6c314849030806. [Reporting paper]() Recorded evaluation configuration: {"Settings":"Zero-shot","Model Scale":"1.3B"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.