# Personality Induction on Big-Five Personality Induction Without Questionnaires Source: [Personality Induction on Big-Five Personality Induction Without Questionnaires]() Collection index: [llms.txt]() Data updated: 2026-05-19T06:18:37.233Z Evaluation of models performing personality induction using the Big-Five Personality Induction Without Questionnaires dataset, measured by exact match accuracy and count. 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 | Personality Induction | | Dataset (including any stated split) | Big-Five Personality Induction Without Questionnaires | | Metric | Exact Match Accuracy (S1) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 Accuracy (S1)](): Higher is better; unit: PERCENT. - [Exact Match Count (S1)](): Higher is better; unit: SCALAR. ## Recorded results | Method | Exact Match Accuracy (S1) | Result date | Report paper | | --- | --- | --- | --- | | gemma-7b | 9.38 | Not recorded | 6a0beebbdbc836b87d82c5b6 | | gemma-7b | 6.25 | Not recorded | 6a0beebbdbc836b87d82c5b6 | | llama-3.1-8b | 6.25 | Not recorded | 6a0beebbdbc836b87d82c5b6 | | llama-3.1-8b | 6.25 | Not recorded | 6a0beebbdbc836b87d82c5b6 | | llama-3.1-8b | 6.25 | Not recorded | 6a0beebbdbc836b87d82c5b6 | | gemma-2-2b | 3.13 | Not recorded | 6a0beebbdbc836b87d82c5b6 | | gemma-2-2b | 3.13 | Not recorded | 6a0beebbdbc836b87d82c5b6 | | gemma-2-2b | 3.13 | Not recorded | 6a0beebbdbc836b87d82c5b6 | | gemma-7b | 3.13 | Not recorded | 6a0beebbdbc836b87d82c5b6 | | gemma-7b | 3.13 | Not recorded | 6a0beebbdbc836b87d82c5b6 | | llama-3.2-3b | 3.13 | Not recorded | 6a0beebbdbc836b87d82c5b6 | | llama-3.2-3b | 3.13 | Not recorded | 6a0beebbdbc836b87d82c5b6 | | llama-3.2-3b | 3.13 | Not recorded | 6a0beebbdbc836b87d82c5b6 | | llama-3.1-8b | 3.13 | Not recorded | 6a0beebbdbc836b87d82c5b6 | | GPT-3.5 | 3.13 | Not recorded | 6a0beebbdbc836b87d82c5b6 | | GPT-3.5 | 3.13 | Not recorded | 6a0beebbdbc836b87d82c5b6 | | gemma-2-2b | 0 | Not recorded | 6a0beebbdbc836b87d82c5b6 | | llama-3.2-3b | 0 | Not recorded | 6a0beebbdbc836b87d82c5b6 | ### gemma-7b Exact Match Accuracy (S1): 9.38. Result ID: 6a0bff6347f34ce924f1cc49. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning paradigm":"Base"}. This record does not assert independent reproduction. ### gemma-7b Exact Match Accuracy (S1): 6.25. Result ID: 6a0bff6347f34ce924f1cc4a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning paradigm":"SFT"}. This record does not assert independent reproduction. ### llama-3.1-8b Exact Match Accuracy (S1): 6.25. Result ID: 6a0bff6347f34ce924f1cc51. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning paradigm":"Base"}. This record does not assert independent reproduction. ### llama-3.1-8b Exact Match Accuracy (S1): 6.25. Result ID: 6a0bff6347f34ce924f1cc52. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning paradigm":"SFT"}. This record does not assert independent reproduction. ### llama-3.1-8b Exact Match Accuracy (S1): 6.25. Result ID: 6a0bff6347f34ce924f1cc54. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning paradigm":"ORPO"}. This record does not assert independent reproduction. ### gemma-2-2b Exact Match Accuracy (S1): 3.13. Result ID: 6a0bff6347f34ce924f1cc45. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning paradigm":"Base"}. This record does not assert independent reproduction. ### gemma-2-2b Exact Match Accuracy (S1): 3.13. Result ID: 6a0bff6347f34ce924f1cc46. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning paradigm":"SFT"}. This record does not assert independent reproduction. ### gemma-2-2b Exact Match Accuracy (S1): 3.13. Result ID: 6a0bff6347f34ce924f1cc48. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning paradigm":"ORPO"}. This record does not assert independent reproduction. ### gemma-7b Exact Match Accuracy (S1): 3.13. Result ID: 6a0bff6347f34ce924f1cc4b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning paradigm":"DPO"}. This record does not assert independent reproduction. ### gemma-7b Exact Match Accuracy (S1): 3.13. Result ID: 6a0bff6347f34ce924f1cc4c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning paradigm":"ORPO"}. This record does not assert independent reproduction. ### llama-3.2-3b Exact Match Accuracy (S1): 3.13. Result ID: 6a0bff6347f34ce924f1cc4e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning paradigm":"SFT"}. This record does not assert independent reproduction. ### llama-3.2-3b Exact Match Accuracy (S1): 3.13. Result ID: 6a0bff6347f34ce924f1cc4f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning paradigm":"DPO"}. This record does not assert independent reproduction. ### llama-3.2-3b Exact Match Accuracy (S1): 3.13. Result ID: 6a0bff6347f34ce924f1cc50. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning paradigm":"ORPO"}. This record does not assert independent reproduction. ### llama-3.1-8b Exact Match Accuracy (S1): 3.13. Result ID: 6a0bff6347f34ce924f1cc53. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning paradigm":"DPO"}. This record does not assert independent reproduction. ### GPT-3.5 Exact Match Accuracy (S1): 3.13. Result ID: 6a0bff6347f34ce924f1cc55. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning paradigm":"Base"}. This record does not assert independent reproduction. ### GPT-3.5 Exact Match Accuracy (S1): 3.13. Result ID: 6a0bff6347f34ce924f1cc56. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning paradigm":"SFT"}. This record does not assert independent reproduction. ### gemma-2-2b Exact Match Accuracy (S1): 0. Result ID: 6a0bff6347f34ce924f1cc47. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning paradigm":"DPO"}. This record does not assert independent reproduction. ### llama-3.2-3b Exact Match Accuracy (S1): 0. Result ID: 6a0bff6347f34ce924f1cc4d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning paradigm":"Base"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.