# Generative Question Answering on SimpleQA Source: [Generative Question Answering on SimpleQA]() Collection index: [llms.txt]() Data updated: 2026-06-02T09:36:20.446Z Evaluation of model performance on the SimpleQA dataset for Generative Question Answering tasks, measured using HALL, ABS, FACT, and F-score metrics. 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 | Generative Question Answering | | Dataset (including any stated split) | SimpleQA | | Metric | HALL Score | | 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 - [HALL Score](): Higher is better; unit: PERCENT. - [ABS Score](): Higher is better; unit: SCALAR. - [FACT Score](): Higher is better; unit: SCALAR. - [F-score](): Higher is better; unit: SCALAR. ## Recorded results | Method | HALL Score | Result date | Report paper | | --- | --- | --- | --- | | RCSP | 92 | Not recorded | 6a1e6393dbd7150506f85222 | | Append-idk | 91 | Not recorded | 6a1e6393dbd7150506f85222 | | EmoPrompt (avg) | 91 | Not recorded | 6a1e6393dbd7150506f85222 | | Base | 90.67 | Not recorded | 6a1e6393dbd7150506f85222 | | Base | 87.2 | Not recorded | 6a1e6393dbd7150506f85222 | | RCSP | 86.33 | Not recorded | 6a1e6393dbd7150506f85222 | | Plan-and-Solve | 86.33 | Not recorded | 6a1e6393dbd7150506f85222 | | Append-idk | 85 | Not recorded | 6a1e6393dbd7150506f85222 | | EmoPrompt (avg) | 82.52 | Not recorded | 6a1e6393dbd7150506f85222 | | Plan-and-Solve | 80.67 | Not recorded | 6a1e6393dbd7150506f85222 | ### RCSP HALL Score: 92. Result ID: 6a1ea334fbc373592c191fb5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Llama 3.1-8b"}. This record does not assert independent reproduction. ### Append-idk HALL Score: 91. Result ID: 6a1ea334fbc373592c191fb2. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Llama 3.1-8b"}. This record does not assert independent reproduction. ### EmoPrompt (avg) HALL Score: 91. Result ID: 6a1ea334fbc373592c191fb3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Llama 3.1-8b"}. This record does not assert independent reproduction. ### Base HALL Score: 90.67. Result ID: 6a1ea334fbc373592c191fb1. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Llama 3.1-8b"}. This record does not assert independent reproduction. ### Base HALL Score: 87.2. Result ID: 6a1ea334fbc373592c191f98. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Gemma-3-12b-pt"}. This record does not assert independent reproduction. ### RCSP HALL Score: 86.33. Result ID: 6a1ea334fbc373592c191f9c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Gemma-3-12b-pt"}. This record does not assert independent reproduction. ### Plan-and-Solve HALL Score: 86.33. Result ID: 6a1ea334fbc373592c191fb4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Llama 3.1-8b"}. This record does not assert independent reproduction. ### Append-idk HALL Score: 85. Result ID: 6a1ea334fbc373592c191f99. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Gemma-3-12b-pt"}. This record does not assert independent reproduction. ### EmoPrompt (avg) HALL Score: 82.52. Result ID: 6a1ea334fbc373592c191f9a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Gemma-3-12b-pt"}. This record does not assert independent reproduction. ### Plan-and-Solve HALL Score: 80.67. Result ID: 6a1ea334fbc373592c191f9b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Gemma-3-12b-pt"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.