# Hate Speech Detection on TE-Hate Source: [Hate Speech Detection on TE-Hate]() Collection index: [llms.txt]() Data updated: 2026-03-05T07:20:36.984Z Evaluation of model performance for Hate Speech Detection on the TE-Hate dataset, measured using Accuracy. 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 | Hate Speech Detection | | Dataset (including any stated split) | TE-Hate | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 30 of 30 | | 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 - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | SC | 74.22 | Not recorded | 68fa78e51e209131cea7b0dd | | SC | 74.22 | Not recorded | 68fa78e51e209131cea7b0dd | | BC | 64.92 | Not recorded | 68fa78e51e209131cea7b0dd | | BC | 64.92 | Not recorded | 68fa78e51e209131cea7b0dd | | Base LLM | 61.33 | Not recorded | 68fa78e51e209131cea7b0dd | | BC | 61.33 | Not recorded | 68fa78e51e209131cea7b0dd | | Base LLM | 61.33 | Not recorded | 68fa78e51e209131cea7b0dd | | BC | 61.33 | Not recorded | 68fa78e51e209131cea7b0dd | | BC | 56.48 | Not recorded | 68fa78e51e209131cea7b0dd | | BC | 56.48 | Not recorded | 68fa78e51e209131cea7b0dd | | SC | 54.3 | Not recorded | 68fa78e51e209131cea7b0dd | | SC | 54.3 | Not recorded | 68fa78e51e209131cea7b0dd | | SC | 52.73 | Not recorded | 68fa78e51e209131cea7b0dd | | SC | 52.73 | Not recorded | 68fa78e51e209131cea7b0dd | | Base LLM | 48.67 | Not recorded | 68fa78e51e209131cea7b0dd | | Base LLM | 48.67 | Not recorded | 68fa78e51e209131cea7b0dd | | Base LLM | 43.12 | Not recorded | 68fa78e51e209131cea7b0dd | | Base LLM | 43.12 | Not recorded | 68fa78e51e209131cea7b0dd | | CC | 38.67 | Not recorded | 68fa78e51e209131cea7b0dd | | DC | 38.67 | Not recorded | 68fa78e51e209131cea7b0dd | | CC | 38.67 | Not recorded | 68fa78e51e209131cea7b0dd | | DC | 38.67 | Not recorded | 68fa78e51e209131cea7b0dd | | CC | 38.67 | Not recorded | 68fa78e51e209131cea7b0dd | | DC | 38.67 | Not recorded | 68fa78e51e209131cea7b0dd | | CC | 38.67 | Not recorded | 68fa78e51e209131cea7b0dd | | DC | 38.67 | Not recorded | 68fa78e51e209131cea7b0dd | | CC | 38.67 | Not recorded | 68fa78e51e209131cea7b0dd | | DC | 38.67 | Not recorded | 68fa78e51e209131cea7b0dd | | CC | 38.67 | Not recorded | 68fa78e51e209131cea7b0dd | | DC | 38.67 | Not recorded | 68fa78e51e209131cea7b0dd | ### SC Accuracy: 74.22. Result ID: 69a92eb86dbb7075b9522425. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone Model":"Mistral","Shot Count":"16-shot"}. This record does not assert independent reproduction. ### SC Accuracy: 74.22. Result ID: 69a92eb86dbb7075b952267d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Mistral","k-shot":"16"}. This record does not assert independent reproduction. ### BC Accuracy: 64.92. Result ID: 69a92eb86dbb7075b9522424. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone Model":"Mistral","Shot Count":"16-shot"}. This record does not assert independent reproduction. ### BC Accuracy: 64.92. Result ID: 69a92eb86dbb7075b952267c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Mistral","k-shot":"16"}. This record does not assert independent reproduction. ### Base LLM Accuracy: 61.33. Result ID: 69a92eb86dbb7075b9522417. [Reporting paper]() Recorded evaluation configuration: {"Backbone Model":"Qwen","Shot Count":"16-shot"}. This record does not assert independent reproduction. ### BC Accuracy: 61.33. Result ID: 69a92eb86dbb7075b952241a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone Model":"Qwen","Shot Count":"16-shot"}. This record does not assert independent reproduction. ### Base LLM Accuracy: 61.33. Result ID: 69a92eb86dbb7075b952266f. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen","k-shot":"16"}. This record does not assert independent reproduction. ### BC Accuracy: 61.33. Result ID: 69a92eb86dbb7075b9522672. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen","k-shot":"16"}. This record does not assert independent reproduction. ### BC Accuracy: 56.48. Result ID: 69a92eb86dbb7075b952241f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone Model":"Llama","Shot Count":"16-shot"}. This record does not assert independent reproduction. ### BC Accuracy: 56.48. Result ID: 69a92eb86dbb7075b9522677. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama","k-shot":"16"}. This record does not assert independent reproduction. ### SC Accuracy: 54.3. Result ID: 69a92eb86dbb7075b952241b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone Model":"Qwen","Shot Count":"16-shot"}. This record does not assert independent reproduction. ### SC Accuracy: 54.3. Result ID: 69a92eb86dbb7075b9522673. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen","k-shot":"16"}. This record does not assert independent reproduction. ### SC Accuracy: 52.73. Result ID: 69a92eb86dbb7075b9522420. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone Model":"Llama","Shot Count":"16-shot"}. This record does not assert independent reproduction. ### SC Accuracy: 52.73. Result ID: 69a92eb86dbb7075b9522678. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama","k-shot":"16"}. This record does not assert independent reproduction. ### Base LLM Accuracy: 48.67. Result ID: 69a92eb86dbb7075b9522421. [Reporting paper]() Recorded evaluation configuration: {"Backbone Model":"Mistral","Shot Count":"16-shot"}. This record does not assert independent reproduction. ### Base LLM Accuracy: 48.67. Result ID: 69a92eb86dbb7075b9522679. [Reporting paper]() Recorded evaluation configuration: {"Model":"Mistral","k-shot":"16"}. This record does not assert independent reproduction. ### Base LLM Accuracy: 43.12. Result ID: 69a92eb86dbb7075b952241c. [Reporting paper]() Recorded evaluation configuration: {"Backbone Model":"Llama","Shot Count":"16-shot"}. This record does not assert independent reproduction. ### Base LLM Accuracy: 43.12. Result ID: 69a92eb86dbb7075b9522674. [Reporting paper]() Recorded evaluation configuration: {"Model":"Llama","k-shot":"16"}. This record does not assert independent reproduction. ### CC Accuracy: 38.67. Result ID: 69a92eb86dbb7075b9522418. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone Model":"Qwen","Shot Count":"16-shot"}. This record does not assert independent reproduction. ### DC Accuracy: 38.67. Result ID: 69a92eb86dbb7075b9522419. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone Model":"Qwen","Shot Count":"16-shot"}. This record does not assert independent reproduction. ### CC Accuracy: 38.67. Result ID: 69a92eb86dbb7075b952241d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone Model":"Llama","Shot Count":"16-shot"}. This record does not assert independent reproduction. ### DC Accuracy: 38.67. Result ID: 69a92eb86dbb7075b952241e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone Model":"Llama","Shot Count":"16-shot"}. This record does not assert independent reproduction. ### CC Accuracy: 38.67. Result ID: 69a92eb86dbb7075b9522422. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone Model":"Mistral","Shot Count":"16-shot"}. This record does not assert independent reproduction. ### DC Accuracy: 38.67. Result ID: 69a92eb86dbb7075b9522423. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone Model":"Mistral","Shot Count":"16-shot"}. This record does not assert independent reproduction. ### CC Accuracy: 38.67. Result ID: 69a92eb86dbb7075b9522670. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen","k-shot":"16"}. This record does not assert independent reproduction. ### DC Accuracy: 38.67. Result ID: 69a92eb86dbb7075b9522671. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"Qwen","k-shot":"16"}. This record does not assert independent reproduction. ### CC Accuracy: 38.67. Result ID: 69a92eb86dbb7075b9522675. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama","k-shot":"16"}. This record does not assert independent reproduction. ### DC Accuracy: 38.67. Result ID: 69a92eb86dbb7075b9522676. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"Llama","k-shot":"16"}. This record does not assert independent reproduction. ### CC Accuracy: 38.67. Result ID: 69a92eb86dbb7075b952267a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Mistral","k-shot":"16"}. This record does not assert independent reproduction. ### DC Accuracy: 38.67. Result ID: 69a92eb86dbb7075b952267b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"Mistral","k-shot":"16"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.