# Psychological defense mechanism classification on PSYDEFCONV (test) Source: [Psychological defense mechanism classification on PSYDEFCONV (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:31:10.178Z Evaluation of Psychological defense mechanism classification performance on the PSYDEFCONV test set, reporting Accuracy, Precision, Recall, and F1 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 | Psychological defense mechanism classification | | Dataset (including any stated split) | PSYDEFCONV (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 14 of 14 | | 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. - [Precision](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Ministral-8B | 64.83 | Not recorded | 69438aa2423ea422657295a0 | | InternLM3-8B | 63.98 | Not recorded | 69438aa2423ea422657295a0 | | Llama3.1-8B | 62.92 | Not recorded | 69438aa2423ea422657295a0 | | GLM-4-9B | 62.92 | Not recorded | 69438aa2423ea422657295a0 | | Qwen3-8B | 61.44 | Not recorded | 69438aa2423ea422657295a0 | | Qwen3-4B | 60.59 | Not recorded | 69438aa2423ea422657295a0 | | Gemini 2.5 Pro | 56.36 | Not recorded | 69438aa2423ea422657295a0 | | DeepSeek-V3.2 | 55.72 | Not recorded | 69438aa2423ea422657295a0 | | GPT-5 mini | 54.03 | Not recorded | 69438aa2423ea422657295a0 | | GPT-5 | 52.75 | Not recorded | 69438aa2423ea422657295a0 | | Qwen3-Next | 44.28 | Not recorded | 69438aa2423ea422657295a0 | | Kimi-K2 | 41.1 | Not recorded | 69438aa2423ea422657295a0 | | Qwen3-Next | 40.89 | Not recorded | 69438aa2423ea422657295a0 | | DeepSeek-V3.2 | 39.83 | Not recorded | 69438aa2423ea422657295a0 | ### Ministral-8B Accuracy: 64.83. Result ID: 6996bbfb5698665ec406ce7d. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### InternLM3-8B Accuracy: 63.98. Result ID: 6996bbfb5698665ec406ce81. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### Llama3.1-8B Accuracy: 62.92. Result ID: 6996bbfb5698665ec406ce7c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### GLM-4-9B Accuracy: 62.92. Result ID: 6996bbfb5698665ec406ce7e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### Qwen3-8B Accuracy: 61.44. Result ID: 6996bbfb5698665ec406ce80. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### Qwen3-4B Accuracy: 60.59. Result ID: 6996bbfb5698665ec406ce7f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### Gemini 2.5 Pro Accuracy: 56.36. Result ID: 6996bbfb5698665ec406ce76. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Zero-shot Prompted"}. This record does not assert independent reproduction. ### DeepSeek-V3.2 Accuracy: 55.72. Result ID: 6996bbfb5698665ec406ce79. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Zero-shot Prompted","Thinking Process":"enabled"}. This record does not assert independent reproduction. ### GPT-5 mini Accuracy: 54.03. Result ID: 6996bbfb5698665ec406ce75. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Zero-shot Prompted"}. This record does not assert independent reproduction. ### GPT-5 Accuracy: 52.75. Result ID: 6996bbfb5698665ec406ce74. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Zero-shot Prompted"}. This record does not assert independent reproduction. ### Qwen3-Next Accuracy: 44.28. Result ID: 6996bbfb5698665ec406ce7b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Zero-shot Prompted","Thinking Process":"enabled"}. This record does not assert independent reproduction. ### Kimi-K2 Accuracy: 41.1. Result ID: 6996bbfb5698665ec406ce77. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Zero-shot Prompted"}. This record does not assert independent reproduction. ### Qwen3-Next Accuracy: 40.89. Result ID: 6996bbfb5698665ec406ce7a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Zero-shot Prompted","Thinking Process":"disabled"}. This record does not assert independent reproduction. ### DeepSeek-V3.2 Accuracy: 39.83. Result ID: 6996bbfb5698665ec406ce78. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Zero-shot Prompted","Thinking Process":"disabled"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.