# Fine-Grained Stereotype Detection on Fine-Grained Stereotype Detection (test) Source: [Fine-Grained Stereotype Detection on Fine-Grained Stereotype Detection (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:51:34.170Z Evaluation of Fine-Grained Stereotype Detection performance on the test split of the Fine-Grained Stereotype Detection dataset, reporting 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 | Fine-Grained Stereotype Detection | | Dataset (including any stated split) | Fine-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 | | --- | --- | --- | --- | | BART-large + RL-MTL | 67.94 | Not recorded | 68fa6c1c1e209131cea3243e | | BERT-base + RL-MTL | 65.72 | Not recorded | 68fa6c1c1e209131cea3243e | | BERT-base + MTL | 65 | Not recorded | 68fa6c1c1e209131cea3243e | | BART-large + MTL | 64.9 | Not recorded | 68fa6c1c1e209131cea3243e | | BERT-large + RL-MTL | 64.74 | Not recorded | 68fa6c1c1e209131cea3243e | | BERT-large + MTL | 61.65 | Not recorded | 68fa6c1c1e209131cea3243e | | BERT-base | 61.36 | Not recorded | 68fa6c1c1e209131cea3243e | | XINet-large + MTL | 57 | Not recorded | 68fa6c1c1e209131cea3243e | | XINet-large + RL-MTL | 56.37 | Not recorded | 68fa6c1c1e209131cea3243e | | BERT-large | 55.42 | Not recorded | 68fa6c1c1e209131cea3243e | | BART-large | 54.64 | Not recorded | 68fa6c1c1e209131cea3243e | | XINet-large | 53.8 | Not recorded | 68fa6c1c1e209131cea3243e | ### BART-large + RL-MTL Macro-F1: 67.94. Result ID: 698eda21ffc3901de0a234c7. [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: 65.72. Result ID: 698eda21ffc3901de0a234c5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BERT-base","Framework":"RL-guided MTL"}. This record does not assert independent reproduction. ### BERT-base + MTL Macro-F1: 65. Result ID: 698eda21ffc3901de0a234c1. [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 + MTL Macro-F1: 64.9. Result ID: 698eda21ffc3901de0a234c3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BART-large","Framework":"Multi-Task Learning"}. This record does not assert independent reproduction. ### BERT-large + RL-MTL Macro-F1: 64.74. Result ID: 698eda21ffc3901de0a234c6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BERT-large","Framework":"RL-guided MTL"}. This record does not assert independent reproduction. ### BERT-large + MTL Macro-F1: 61.65. Result ID: 698eda21ffc3901de0a234c2. [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 Macro-F1: 61.36. Result ID: 698eda21ffc3901de0a234bd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BERT-base"}. This record does not assert independent reproduction. ### XINet-large + MTL Macro-F1: 57. Result ID: 698eda21ffc3901de0a234c4. [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: 56.37. Result ID: 698eda21ffc3901de0a234c8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"XINet-large","Framework":"RL-guided MTL"}. This record does not assert independent reproduction. ### BERT-large Macro-F1: 55.42. Result ID: 698eda21ffc3901de0a234be. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BERT-large"}. This record does not assert independent reproduction. ### BART-large Macro-F1: 54.64. Result ID: 698eda21ffc3901de0a234bf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"BART-large"}. This record does not assert independent reproduction. ### XINet-large Macro-F1: 53.8. Result ID: 698eda21ffc3901de0a234c0. [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.