# Coarse-Grained Stereotype Detection on Coarse-Grained Stereotype Detection (test) Source: [Coarse-Grained Stereotype Detection on Coarse-Grained Stereotype Detection (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:51:23.741Z Evaluation of Coarse-Grained Stereotype Detection performance on the test split of the Coarse-Grained Stereotype Detection dataset, measured using Macro-F1. 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 | Coarse-Grained Stereotype Detection | | Dataset (including any stated split) | Coarse-Grained Stereotype 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-base + RL-MTL | 74.18 | Not recorded | 68fa6c1c1e209131cea3243e | | BART-large + RL-MTL | 74.11 | Not recorded | 68fa6c1c1e209131cea3243e | | BERT-large + RL-MTL | 70.88 | Not recorded | 68fa6c1c1e209131cea3243e | | BERT-base + MTL | 68.29 | Not recorded | 68fa6c1c1e209131cea3243e | | XINet-large + RL-MTL | 67.98 | Not recorded | 68fa6c1c1e209131cea3243e | | BART-large + MTL | 65.77 | Not recorded | 68fa6c1c1e209131cea3243e | | BERT-base | 65.71 | Not recorded | 68fa6c1c1e209131cea3243e | | XINet-large + MTL | 65.21 | Not recorded | 68fa6c1c1e209131cea3243e | | XINet-large | 63.71 | Not recorded | 68fa6c1c1e209131cea3243e | | BART-large | 63.4 | Not recorded | 68fa6c1c1e209131cea3243e | | BERT-large + MTL | 61.96 | Not recorded | 68fa6c1c1e209131cea3243e | | BERT-large | 59.63 | Not recorded | 68fa6c1c1e209131cea3243e | ### BERT-base + RL-MTL Macro F1: 74.18. Result ID: 698eda21ffc3901de0a234b9. [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 + RL-MTL Macro F1: 74.11. Result ID: 698eda21ffc3901de0a234bb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BART-large","Framework":"RL-guided MTL"}. This record does not assert independent reproduction. ### BERT-large + RL-MTL Macro F1: 70.88. Result ID: 698eda21ffc3901de0a234ba. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BERT-large","Framework":"RL-guided MTL"}. This record does not assert independent reproduction. ### BERT-base + MTL Macro F1: 68.29. Result ID: 698eda21ffc3901de0a234b5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BERT-base","Framework":"Multi-Task Learning"}. This record does not assert independent reproduction. ### XINet-large + RL-MTL Macro F1: 67.98. Result ID: 698eda21ffc3901de0a234bc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"XINet-large","Framework":"RL-guided MTL"}. This record does not assert independent reproduction. ### BART-large + MTL Macro F1: 65.77. Result ID: 698eda21ffc3901de0a234b7. [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: 65.71. Result ID: 698eda21ffc3901de0a234b1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BERT-base"}. This record does not assert independent reproduction. ### XINet-large + MTL Macro F1: 65.21. Result ID: 698eda21ffc3901de0a234b8. [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 Macro F1: 63.71. Result ID: 698eda21ffc3901de0a234b4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"XINet-large"}. This record does not assert independent reproduction. ### BART-large Macro F1: 63.4. Result ID: 698eda21ffc3901de0a234b3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"BART-large"}. This record does not assert independent reproduction. ### BERT-large + MTL Macro F1: 61.96. Result ID: 698eda21ffc3901de0a234b6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BERT-large","Framework":"Multi-Task Learning"}. This record does not assert independent reproduction. ### BERT-large Macro F1: 59.63. Result ID: 698eda21ffc3901de0a234b2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BERT-large"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.