# Misogyny Detection on Misogyny Detection (test) Source: [Misogyny Detection on Misogyny Detection (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:51:34.153Z Evaluation of model performance on the test split of the Misogyny Detection dataset, measured using Macro-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 | Misogyny Detection | | Dataset (including any stated split) | Misogyny Detection (test) | | Metric | Macro-F1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [Macro-F1](): Higher is better; unit: PERCENT. ## Recorded results | Method | Macro-F1 | Result date | Report paper | | --- | --- | --- | --- | | BERT-large + RL-MTL | 75.21 | Not recorded | 68fa6c1c1e209131cea3243e | | BART-large + RL-MTL | 75.14 | Not recorded | 68fa6c1c1e209131cea3243e | | BERT-base + RL-MTL | 74.78 | Not recorded | 68fa6c1c1e209131cea3243e | | BART-large + MTL | 74.4 | Not recorded | 68fa6c1c1e209131cea3243e | | BERT-base | 74.16 | Not recorded | 68fa6c1c1e209131cea3243e | | BERT-large + MTL | 73.94 | Not recorded | 68fa6c1c1e209131cea3243e | | BERT-base + MTL | 73.48 | Not recorded | 68fa6c1c1e209131cea3243e | | BART-large | 73.12 | Not recorded | 68fa6c1c1e209131cea3243e | | BERT-large | 72.13 | Not recorded | 68fa6c1c1e209131cea3243e | | XINet-large + MTL | 64.42 | Not recorded | 68fa6c1c1e209131cea3243e | | XINet-large + RL-MTL | 63.21 | Not recorded | 68fa6c1c1e209131cea3243e | | XINet-large | 63.16 | Not recorded | 68fa6c1c1e209131cea3243e | ### BERT-large + RL-MTL Macro-F1: 75.21. Result ID: 698eda21ffc3901de0a234ae. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BERT-large","Framework":"RL-guided MTL"}. This record does not assert independent reproduction. ### BART-large + RL-MTL Macro-F1: 75.14. Result ID: 698eda21ffc3901de0a234af. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BART-large","Framework":"RL-guided MTL"}. This record does not assert independent reproduction. ### BERT-base + RL-MTL Macro-F1: 74.78. Result ID: 698eda21ffc3901de0a234ad. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BERT-base","Framework":"RL-guided MTL"}. This record does not assert independent reproduction. ### BART-large + MTL Macro-F1: 74.4. Result ID: 698eda21ffc3901de0a234ab. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BART-large","Framework":"Multi-Task Learning"}. This record does not assert independent reproduction. ### BERT-base Macro-F1: 74.16. Result ID: 698eda21ffc3901de0a234a5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BERT-base"}. This record does not assert independent reproduction. ### BERT-large + MTL Macro-F1: 73.94. Result ID: 698eda21ffc3901de0a234aa. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BERT-large","Framework":"Multi-Task Learning"}. This record does not assert independent reproduction. ### BERT-base + MTL Macro-F1: 73.48. Result ID: 698eda21ffc3901de0a234a9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BERT-base","Framework":"Multi-Task Learning"}. This record does not assert independent reproduction. ### BART-large Macro-F1: 73.12. Result ID: 698eda21ffc3901de0a234a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"BART-large"}. This record does not assert independent reproduction. ### BERT-large Macro-F1: 72.13. Result ID: 698eda21ffc3901de0a234a6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BERT-large"}. This record does not assert independent reproduction. ### XINet-large + MTL Macro-F1: 64.42. Result ID: 698eda21ffc3901de0a234ac. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"XINet-large","Framework":"Multi-Task Learning"}. This record does not assert independent reproduction. ### XINet-large + RL-MTL Macro-F1: 63.21. Result ID: 698eda21ffc3901de0a234b0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"XINet-large","Framework":"RL-guided MTL"}. This record does not assert independent reproduction. ### XINet-large Macro-F1: 63.16. Result ID: 698eda21ffc3901de0a234a8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"XINet-large"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.