# Flagging high human disagreement cases on Measuring Hate Speech corpus Source: [Flagging high human disagreement cases on Measuring Hate Speech corpus]() Collection index: [llms.txt]() Data updated: 2026-04-07T08:31:06.375Z Evaluation of model performance on the Measuring Hate Speech corpus, specifically focusing on flagging cases where human annotators strongly disagreed, measured using Precision, Recall, and F1 scores. 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 | Flagging high human disagreement cases | | Dataset (including any stated split) | Measuring Hate Speech corpus | | Metric | Precision (High Disagreement) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 3 of 3 | | 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 - [Precision (High Disagreement)](): Higher is better; unit: PERCENT. - [Recall (High Disagreement)](): Higher is better; unit: PERCENT. - [F1 Score (High Disagreement)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Precision (High Disagreement) | Result date | Report paper | | --- | --- | --- | --- | | Category-based escalation | 40.1 | Not recorded | 69d48f6e7d0172140ec741e2 | | Divergence Only | 34.7 | Not recorded | 69d48f6e7d0172140ec741e2 | | Random Baseline | 33.3 | Not recorded | 69d48f6e7d0172140ec741e2 | ### Category-based escalation Precision (High Disagreement): 40.1. Result ID: 69d4c0ad47f34ce924bc89db. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Divergence Only Precision (High Disagreement): 34.7. Result ID: 69d4c0ad47f34ce924bc89dc. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Random Baseline Precision (High Disagreement): 33.3. Result ID: 69d4c0ad47f34ce924bc89dd. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.