# Personality Assessment on BFI Self-report 44-item (test) Source: [Personality Assessment on BFI Self-report 44-item (test)]() Collection index: [llms.txt]() Data updated: 2026-04-07T07:25:47.880Z Evaluation of models performing personality assessment using the test split of the BFI Self-report 44-item questionnaire, typically measured using Mean Absolute Error (MAE). 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 Assessment | | Dataset (including any stated split) | BFI Self-report 44-item (test) | | Metric | MAE | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 36 of 36 | | 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 - [MAE](): Lower is better; unit: SCALAR. ## Recorded results | Method | MAE | Result date | Report paper | | --- | --- | --- | --- | | Qwen3.5-Plus | 0.606 | Not recorded | 68fa7b3f1e209131cea874b4 | | GPT-5.4 | 0.607 | Not recorded | 68fa7b3f1e209131cea874b4 | | GPT-5.4 | 0.706 | Not recorded | 68fa7b3f1e209131cea874b4 | | Claude Sonnet 4.6 | 0.735 | Not recorded | 68fa7b3f1e209131cea874b4 | | GPT-5.4 | 0.742 | Not recorded | 68fa7b3f1e209131cea874b4 | | GLM-5 | 0.757 | Not recorded | 68fa7b3f1e209131cea874b4 | | GPT-5.4 | 0.758 | Not recorded | 68fa7b3f1e209131cea874b4 | | GPT-5.4 | 0.762 | Not recorded | 68fa7b3f1e209131cea874b4 | | GPT-5.4 | 0.767 | Not recorded | 68fa7b3f1e209131cea874b4 | | Qwen3.5-Plus | 0.78 | Not recorded | 68fa7b3f1e209131cea874b4 | | Qwen3.5-Plus | 0.793 | Not recorded | 68fa7b3f1e209131cea874b4 | | Kimi-K2.5 | 0.793 | Not recorded | 68fa7b3f1e209131cea874b4 | | Qwen3.5-Plus | 0.795 | Not recorded | 68fa7b3f1e209131cea874b4 | | Qwen3.5-Plus | 0.8 | Not recorded | 68fa7b3f1e209131cea874b4 | | Qwen3.5-Plus | 0.854 | Not recorded | 68fa7b3f1e209131cea874b4 | | DeepSeek-v3.2 | 0.861 | Not recorded | 68fa7b3f1e209131cea874b4 | | Claude Sonnet 4.6 | 0.88 | Not recorded | 68fa7b3f1e209131cea874b4 | | Claude Sonnet 4.6 | 0.882 | Not recorded | 68fa7b3f1e209131cea874b4 | | GLM-5 | 0.889 | Not recorded | 68fa7b3f1e209131cea874b4 | | Kimi-K2.5 | 0.89 | Not recorded | 68fa7b3f1e209131cea874b4 | | Claude Sonnet 4.6 | 0.901 | Not recorded | 68fa7b3f1e209131cea874b4 | | GLM-5 | 0.906 | Not recorded | 68fa7b3f1e209131cea874b4 | | Kimi-K2.5 | 0.908 | Not recorded | 68fa7b3f1e209131cea874b4 | | Kimi-K2.5 | 0.928 | Not recorded | 68fa7b3f1e209131cea874b4 | | GLM-5 | 0.938 | Not recorded | 68fa7b3f1e209131cea874b4 | | GLM-5 | 0.95 | Not recorded | 68fa7b3f1e209131cea874b4 | | Kimi-K2.5 | 0.959 | Not recorded | 68fa7b3f1e209131cea874b4 | | Kimi-K2.5 | 0.964 | Not recorded | 68fa7b3f1e209131cea874b4 | | Claude Sonnet 4.6 | 0.966 | Not recorded | 68fa7b3f1e209131cea874b4 | | Claude Sonnet 4.6 | 0.974 | Not recorded | 68fa7b3f1e209131cea874b4 | | GLM-5 | 0.995 | Not recorded | 68fa7b3f1e209131cea874b4 | | DeepSeek-v3.2 | 1.107 | Not recorded | 68fa7b3f1e209131cea874b4 | | DeepSeek-v3.2 | 1.121 | Not recorded | 68fa7b3f1e209131cea874b4 | | DeepSeek-v3.2 | 1.139 | Not recorded | 68fa7b3f1e209131cea874b4 | | DeepSeek-v3.2 | 1.198 | Not recorded | 68fa7b3f1e209131cea874b4 | | DeepSeek-v3.2 | 1.224 | Not recorded | 68fa7b3f1e209131cea874b4 | ### Qwen3.5-Plus MAE: 0.606. Result ID: 69d4b05347f34ce924bc0ffb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-Multi","Temperature":"0"}. This record does not assert independent reproduction. ### GPT-5.4 MAE: 0.607. Result ID: 69d4b05347f34ce924bc1013. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-Multi","Temperature":"0"}. This record does not assert independent reproduction. ### GPT-5.4 MAE: 0.706. Result ID: 69d4b05347f34ce924bc1012. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-N","Temperature":"0"}. This record does not assert independent reproduction. ### Claude Sonnet 4.6 MAE: 0.735. Result ID: 69d4b05347f34ce924bc1019. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-Multi","Temperature":"0"}. This record does not assert independent reproduction. ### GPT-5.4 MAE: 0.742. Result ID: 69d4b05347f34ce924bc1011. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-A","Temperature":"0"}. This record does not assert independent reproduction. ### GLM-5 MAE: 0.757. Result ID: 69d4b05347f34ce924bc1007. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-Multi","Temperature":"0"}. This record does not assert independent reproduction. ### GPT-5.4 MAE: 0.758. Result ID: 69d4b05347f34ce924bc100f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-C","Temperature":"0"}. This record does not assert independent reproduction. ### GPT-5.4 MAE: 0.762. Result ID: 69d4b05347f34ce924bc100e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-O","Temperature":"0"}. This record does not assert independent reproduction. ### GPT-5.4 MAE: 0.767. Result ID: 69d4b05347f34ce924bc1010. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-E","Temperature":"0"}. This record does not assert independent reproduction. ### Qwen3.5-Plus MAE: 0.78. Result ID: 69d4b05347f34ce924bc0ffa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-N","Temperature":"0"}. This record does not assert independent reproduction. ### Qwen3.5-Plus MAE: 0.793. Result ID: 69d4b05347f34ce924bc0ff9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-A","Temperature":"0"}. This record does not assert independent reproduction. ### Kimi-K2.5 MAE: 0.793. Result ID: 69d4b05347f34ce924bc1001. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-Multi","Temperature":"0"}. This record does not assert independent reproduction. ### Qwen3.5-Plus MAE: 0.795. Result ID: 69d4b05347f34ce924bc0ff8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-E","Temperature":"0"}. This record does not assert independent reproduction. ### Qwen3.5-Plus MAE: 0.8. Result ID: 69d4b05347f34ce924bc0ff6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-O","Temperature":"0"}. This record does not assert independent reproduction. ### Qwen3.5-Plus MAE: 0.854. Result ID: 69d4b05347f34ce924bc0ff7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-C","Temperature":"0"}. This record does not assert independent reproduction. ### DeepSeek-v3.2 MAE: 0.861. Result ID: 69d4b05347f34ce924bc100d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-Multi","Temperature":"0"}. This record does not assert independent reproduction. ### Claude Sonnet 4.6 MAE: 0.88. Result ID: 69d4b05347f34ce924bc1018. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-N","Temperature":"0"}. This record does not assert independent reproduction. ### Claude Sonnet 4.6 MAE: 0.882. Result ID: 69d4b05347f34ce924bc1017. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-A","Temperature":"0"}. This record does not assert independent reproduction. ### GLM-5 MAE: 0.889. Result ID: 69d4b05347f34ce924bc1006. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-N","Temperature":"0"}. This record does not assert independent reproduction. ### Kimi-K2.5 MAE: 0.89. Result ID: 69d4b05347f34ce924bc0fff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-A","Temperature":"0"}. This record does not assert independent reproduction. ### Claude Sonnet 4.6 MAE: 0.901. Result ID: 69d4b05347f34ce924bc1014. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-O","Temperature":"0"}. This record does not assert independent reproduction. ### GLM-5 MAE: 0.906. Result ID: 69d4b05347f34ce924bc1002. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-O","Temperature":"0"}. This record does not assert independent reproduction. ### Kimi-K2.5 MAE: 0.908. Result ID: 69d4b05347f34ce924bc1000. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-N","Temperature":"0"}. This record does not assert independent reproduction. ### Kimi-K2.5 MAE: 0.928. Result ID: 69d4b05347f34ce924bc0ffc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-O","Temperature":"0"}. This record does not assert independent reproduction. ### GLM-5 MAE: 0.938. Result ID: 69d4b05347f34ce924bc1004. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-E","Temperature":"0"}. This record does not assert independent reproduction. ### GLM-5 MAE: 0.95. Result ID: 69d4b05347f34ce924bc1005. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-A","Temperature":"0"}. This record does not assert independent reproduction. ### Kimi-K2.5 MAE: 0.959. Result ID: 69d4b05347f34ce924bc0ffd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-C","Temperature":"0"}. This record does not assert independent reproduction. ### Kimi-K2.5 MAE: 0.964. Result ID: 69d4b05347f34ce924bc0ffe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-E","Temperature":"0"}. This record does not assert independent reproduction. ### Claude Sonnet 4.6 MAE: 0.966. Result ID: 69d4b05347f34ce924bc1016. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-E","Temperature":"0"}. This record does not assert independent reproduction. ### Claude Sonnet 4.6 MAE: 0.974. Result ID: 69d4b05347f34ce924bc1015. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-C","Temperature":"0"}. This record does not assert independent reproduction. ### GLM-5 MAE: 0.995. Result ID: 69d4b05347f34ce924bc1003. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-C","Temperature":"0"}. This record does not assert independent reproduction. ### DeepSeek-v3.2 MAE: 1.107. Result ID: 69d4b05347f34ce924bc100c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-N","Temperature":"0"}. This record does not assert independent reproduction. ### DeepSeek-v3.2 MAE: 1.121. Result ID: 69d4b05347f34ce924bc100b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-A","Temperature":"0"}. This record does not assert independent reproduction. ### DeepSeek-v3.2 MAE: 1.139. Result ID: 69d4b05347f34ce924bc100a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-E","Temperature":"0"}. This record does not assert independent reproduction. ### DeepSeek-v3.2 MAE: 1.198. Result ID: 69d4b05347f34ce924bc1008. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-O","Temperature":"0"}. This record does not assert independent reproduction. ### DeepSeek-v3.2 MAE: 1.224. Result ID: 69d4b05347f34ce924bc1009. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Experimental Condition":"S-C","Temperature":"0"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.