# Gender Controlled Generation on InclusiveGender Feminine Source: [Gender Controlled Generation on InclusiveGender Feminine]() Collection index: [llms.txt]() Data updated: 2026-06-01T08:04:25.481Z Evaluation of model performance on the InclusiveGender Feminine subset, focusing on controlling the generation of gendered terms and measuring associated mention ratios and deviations. 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 | Gender Controlled Generation | | Dataset (including any stated split) | InclusiveGender Feminine | | Metric | Gendered Terms per Response (M) | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 8 of 8 | | 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 - [Gendered Terms per Response (M)](): Lower is better; unit: SCALAR. - [Gendered Terms per Response (F)](): Lower is better; unit: SCALAR. - [Gendered Terms per Response (N)](): Lower is better; unit: SCALAR. - [Mention Ratio (M)](): Higher is better; unit: PERCENT. - [Mention Ratio (F)](): Higher is better; unit: PERCENT. - [Mention Ratio (N)](): Higher is better; unit: PERCENT. - [Delta Ratio (M)](): Lower is better; unit: SCALAR. - [Delta Ratio (F)](): Lower is better; unit: SCALAR. - [Delta Ratio (N)](): Lower is better; unit: SCALAR. ## Recorded results | Method | Gendered Terms per Response (M) | Result date | Report paper | | --- | --- | --- | --- | | Gender Neuron Masking (Ours) | 0.06 | Not recorded | 6a1d1213dbd7150506f83fef | | Baseline | 0.07 | Not recorded | 6a1d1213dbd7150506f83fef | | sNeuron-TST | 0.1 | Not recorded | 6a1d1213dbd7150506f83fef | | LAPE | 0.14 | Not recorded | 6a1d1213dbd7150506f83fef | | LAPE | 0.15 | Not recorded | 6a1d1213dbd7150506f83fef | | Baseline | 0.16 | Not recorded | 6a1d1213dbd7150506f83fef | | Gender Neuron Masking (Ours) | 0.16 | Not recorded | 6a1d1213dbd7150506f83fef | | sNeuron-TST | 0.2 | Not recorded | 6a1d1213dbd7150506f83fef | ### Gender Neuron Masking (Ours) Gendered Terms per Response (M): 0.06. Result ID: 6a1d3c4cfbc373592c163a09. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Qwen 2.5"}. This record does not assert independent reproduction. ### Baseline Gendered Terms per Response (M): 0.07. Result ID: 6a1d3c4cfbc373592c163a06. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"Qwen 2.5"}. This record does not assert independent reproduction. ### sNeuron-TST Gendered Terms per Response (M): 0.1. Result ID: 6a1d3c4cfbc373592c163a07. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Qwen 2.5"}. This record does not assert independent reproduction. ### LAPE Gendered Terms per Response (M): 0.14. Result ID: 6a1d3c4cfbc373592c163a08. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Base Model":"Qwen 2.5"}. This record does not assert independent reproduction. ### LAPE Gendered Terms per Response (M): 0.15. Result ID: 6a1d3c4cfbc373592c163a14. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Base Model":"Qwen 2.5"}. This record does not assert independent reproduction. ### Baseline Gendered Terms per Response (M): 0.16. Result ID: 6a1d3c4cfbc373592c163a12. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"Qwen 2.5"}. This record does not assert independent reproduction. ### Gender Neuron Masking (Ours) Gendered Terms per Response (M): 0.16. Result ID: 6a1d3c4cfbc373592c163a15. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Qwen 2.5"}. This record does not assert independent reproduction. ### sNeuron-TST Gendered Terms per Response (M): 0.2. Result ID: 6a1d3c4cfbc373592c163a13. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Qwen 2.5"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.