# Word Embedding on Fulani dataset (test) Source: [Word Embedding on Fulani dataset (test)]() Collection index: [llms.txt]() Data updated: 2026-03-12T07:03:26.137Z Evaluation of word embedding models using the Fulani dataset test split, measured by 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 | Word Embedding | | Dataset (including any stated split) | Fulani dataset (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 | | --- | --- | --- | --- | | QCSE-7L | 80.8 | Not recorded | 68fa7b2e1e209131cea87125 | | QCSE-5L | 77 | Not recorded | 68fa7b2e1e209131cea87125 | | CBOW-50 | 76.9 | Not recorded | 68fa7b2e1e209131cea87125 | | QCSE-6L | 73.1 | Not recorded | 68fa7b2e1e209131cea87125 | | QCSE-4L | 69.2 | Not recorded | 68fa7b2e1e209131cea87125 | | CBOW-80 | 61.5 | Not recorded | 68fa7b2e1e209131cea87125 | | CBOW-300 | 61.5 | Not recorded | 68fa7b2e1e209131cea87125 | | QCSE-8L | 61.5 | Not recorded | 68fa7b2e1e209131cea87125 | | CBOW-100 | 57.7 | Not recorded | 68fa7b2e1e209131cea87125 | | SkipGram-200 | 55.1 | Not recorded | 68fa7b2e1e209131cea87125 | | SkipGram-300 | 54.2 | Not recorded | 68fa7b2e1e209131cea87125 | | CBOW-200 | 53.8 | Not recorded | 68fa7b2e1e209131cea87125 | | SkipGram-100 | 51.3 | Not recorded | 68fa7b2e1e209131cea87125 | | SkipGram-50 | 47.1 | Not recorded | 68fa7b2e1e209131cea87125 | | SkipGram-80 | 46.5 | Not recorded | 68fa7b2e1e209131cea87125 | | QCSE-1L | 46.2 | Not recorded | 68fa7b2e1e209131cea87125 | | QCSE-3L | 46.2 | Not recorded | 68fa7b2e1e209131cea87125 | | QCSE-2L | 34.7 | Not recorded | 68fa7b2e1e209131cea87125 | ### QCSE-7L Accuracy: 80.8. Result ID: 69b263da6dbb7075b95c707b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"105","Encoding":"Exponential Decay Sinusoidal"}. This record does not assert independent reproduction. ### QCSE-5L Accuracy: 77. Result ID: 69b263da6dbb7075b95c7079. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"75","Encoding":"Exponential Decay Sinusoidal"}. This record does not assert independent reproduction. ### CBOW-50 Accuracy: 76.9. Result ID: 69b263da6dbb7075b95c706b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"2,600"}. This record does not assert independent reproduction. ### QCSE-6L Accuracy: 73.1. Result ID: 69b263da6dbb7075b95c707a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"90","Encoding":"Exponential Decay Sinusoidal"}. This record does not assert independent reproduction. ### QCSE-4L Accuracy: 69.2. Result ID: 69b263da6dbb7075b95c7078. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"60","Encoding":"Exponential Decay Sinusoidal"}. This record does not assert independent reproduction. ### CBOW-80 Accuracy: 61.5. Result ID: 69b263da6dbb7075b95c706c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"4,160"}. This record does not assert independent reproduction. ### CBOW-300 Accuracy: 61.5. Result ID: 69b263da6dbb7075b95c706f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"15,600"}. This record does not assert independent reproduction. ### QCSE-8L Accuracy: 61.5. Result ID: 69b263da6dbb7075b95c707c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"120","Encoding":"Exponential Decay Sinusoidal"}. This record does not assert independent reproduction. ### CBOW-100 Accuracy: 57.7. Result ID: 69b263da6dbb7075b95c706d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"5,200"}. This record does not assert independent reproduction. ### SkipGram-200 Accuracy: 55.1. Result ID: 69b263da6dbb7075b95c7073. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"10,400"}. This record does not assert independent reproduction. ### SkipGram-300 Accuracy: 54.2. Result ID: 69b263da6dbb7075b95c7074. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"15,600"}. This record does not assert independent reproduction. ### CBOW-200 Accuracy: 53.8. Result ID: 69b263da6dbb7075b95c706e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"10,400"}. This record does not assert independent reproduction. ### SkipGram-100 Accuracy: 51.3. Result ID: 69b263da6dbb7075b95c7072. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"5,200"}. This record does not assert independent reproduction. ### SkipGram-50 Accuracy: 47.1. Result ID: 69b263da6dbb7075b95c7070. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"2,600"}. This record does not assert independent reproduction. ### SkipGram-80 Accuracy: 46.5. Result ID: 69b263da6dbb7075b95c7071. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"4,160"}. This record does not assert independent reproduction. ### QCSE-1L Accuracy: 46.2. Result ID: 69b263da6dbb7075b95c7075. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"15","Encoding":"Exponential Decay Sinusoidal"}. This record does not assert independent reproduction. ### QCSE-3L Accuracy: 46.2. Result ID: 69b263da6dbb7075b95c7077. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"45","Encoding":"Exponential Decay Sinusoidal"}. This record does not assert independent reproduction. ### QCSE-2L Accuracy: 34.7. Result ID: 69b263da6dbb7075b95c7076. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"30","Encoding":"Exponential Decay Sinusoidal"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.