# Generative Question Answering on TruthfulQA (test) Source: [Generative Question Answering on TruthfulQA (test)]() Collection index: [llms.txt]() Data updated: 2026-06-02T09:36:20.314Z Evaluation of generative model performance on the test split of the TruthfulQA dataset, reporting metrics related to factual accuracy and hallucination (HALL, ABS, FACT, F-score). 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) | TruthfulQA (test) | | 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: PERCENT. - [F-score](): Higher is better; unit: PERCENT. ## Recorded results | Method | HALL Score | Result date | Report paper | | --- | --- | --- | --- | | Plan-and-Solve | 82.33 | Not recorded | 6a1e6393dbd7150506f85222 | | Base | 76.5 | Not recorded | 6a1e6393dbd7150506f85222 | | EmoPrompt (avg) | 75.66 | Not recorded | 6a1e6393dbd7150506f85222 | | Append-idk | 73.27 | Not recorded | 6a1e6393dbd7150506f85222 | | Plan-and-Solve | 72.67 | Not recorded | 6a1e6393dbd7150506f85222 | | RCSP | 71.43 | Not recorded | 6a1e6393dbd7150506f85222 | | Append-idk | 69.59 | Not recorded | 6a1e6393dbd7150506f85222 | | Base | 67.74 | Not recorded | 6a1e6393dbd7150506f85222 | | EmoPrompt (avg) | 67.28 | Not recorded | 6a1e6393dbd7150506f85222 | | RCSP | 65.9 | Not recorded | 6a1e6393dbd7150506f85222 | ### Plan-and-Solve HALL Score: 82.33. Result ID: 6a1ea334fbc373592c191fa5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Llama 3.1-8b"}. This record does not assert independent reproduction. ### Base HALL Score: 76.5. Result ID: 6a1ea334fbc373592c191fa2. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Llama 3.1-8b"}. This record does not assert independent reproduction. ### EmoPrompt (avg) HALL Score: 75.66. Result ID: 6a1ea334fbc373592c191fa4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Llama 3.1-8b"}. This record does not assert independent reproduction. ### Append-idk HALL Score: 73.27. Result ID: 6a1ea334fbc373592c191fa3. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Llama 3.1-8b"}. This record does not assert independent reproduction. ### Plan-and-Solve HALL Score: 72.67. Result ID: 6a1ea334fbc373592c191f8c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Gemma-3-12b-pt"}. This record does not assert independent reproduction. ### RCSP HALL Score: 71.43. Result ID: 6a1ea334fbc373592c191fa6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Llama 3.1-8b"}. This record does not assert independent reproduction. ### Append-idk HALL Score: 69.59. Result ID: 6a1ea334fbc373592c191f8a. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Gemma-3-12b-pt"}. This record does not assert independent reproduction. ### Base HALL Score: 67.74. Result ID: 6a1ea334fbc373592c191f89. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Gemma-3-12b-pt"}. This record does not assert independent reproduction. ### EmoPrompt (avg) HALL Score: 67.28. Result ID: 6a1ea334fbc373592c191f8b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Gemma-3-12b-pt"}. This record does not assert independent reproduction. ### RCSP HALL Score: 65.9. Result ID: 6a1ea334fbc373592c191f8d. [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.