# Word Embedding Accuracy on English dataset Source: [Word Embedding Accuracy on English dataset]() Collection index: [llms.txt]() Data updated: 2026-03-12T07:03:26.098Z Evaluation of word embedding models focusing on accuracy metrics when tested against the specified English dataset. 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 Accuracy | | Dataset (including any stated split) | English dataset | | 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-8L | 85.8 | Not recorded | 68fa7b2e1e209131cea87125 | | QCSE-7L | 84.1 | Not recorded | 68fa7b2e1e209131cea87125 | | QCSE-4L | 70.8 | Not recorded | 68fa7b2e1e209131cea87125 | | CBOW-80 | 70 | Not recorded | 68fa7b2e1e209131cea87125 | | CBOW-100 | 68.1 | Not recorded | 68fa7b2e1e209131cea87125 | | QCSE-3L | 67.3 | Not recorded | 68fa7b2e1e209131cea87125 | | QCSE-5L | 67.3 | Not recorded | 68fa7b2e1e209131cea87125 | | QCSE-6L | 66.4 | Not recorded | 68fa7b2e1e209131cea87125 | | CBOW-50 | 65.5 | Not recorded | 68fa7b2e1e209131cea87125 | | CBOW-200 | 64.6 | Not recorded | 68fa7b2e1e209131cea87125 | | QCSE-2L | 64.6 | Not recorded | 68fa7b2e1e209131cea87125 | | CBOW-300 | 63.7 | Not recorded | 68fa7b2e1e209131cea87125 | | SkipGram-80 | 62.1 | Not recorded | 68fa7b2e1e209131cea87125 | | SkipGram-100 | 58.8 | Not recorded | 68fa7b2e1e209131cea87125 | | SkipGram-200 | 58.6 | Not recorded | 68fa7b2e1e209131cea87125 | | SkipGram-300 | 58.2 | Not recorded | 68fa7b2e1e209131cea87125 | | SkipGram-50 | 53.8 | Not recorded | 68fa7b2e1e209131cea87125 | | QCSE-1L | 50.4 | Not recorded | 68fa7b2e1e209131cea87125 | ### QCSE-8L Accuracy: 85.8. Result ID: 69b263da6dbb7075b95c706a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"168"}. This record does not assert independent reproduction. ### QCSE-7L Accuracy: 84.1. Result ID: 69b263da6dbb7075b95c7069. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"147"}. This record does not assert independent reproduction. ### QCSE-4L Accuracy: 70.8. Result ID: 69b263da6dbb7075b95c7066. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"84"}. This record does not assert independent reproduction. ### CBOW-80 Accuracy: 70. Result ID: 69b263da6dbb7075b95c705a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"12,800"}. This record does not assert independent reproduction. ### CBOW-100 Accuracy: 68.1. Result ID: 69b263da6dbb7075b95c705b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"16,000"}. This record does not assert independent reproduction. ### QCSE-3L Accuracy: 67.3. Result ID: 69b263da6dbb7075b95c7065. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"63"}. This record does not assert independent reproduction. ### QCSE-5L Accuracy: 67.3. Result ID: 69b263da6dbb7075b95c7067. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"105"}. This record does not assert independent reproduction. ### QCSE-6L Accuracy: 66.4. Result ID: 69b263da6dbb7075b95c7068. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"126"}. This record does not assert independent reproduction. ### CBOW-50 Accuracy: 65.5. Result ID: 69b263da6dbb7075b95c7059. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"8,000"}. This record does not assert independent reproduction. ### CBOW-200 Accuracy: 64.6. Result ID: 69b263da6dbb7075b95c705c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"32,000"}. This record does not assert independent reproduction. ### QCSE-2L Accuracy: 64.6. Result ID: 69b263da6dbb7075b95c7064. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"42"}. This record does not assert independent reproduction. ### CBOW-300 Accuracy: 63.7. Result ID: 69b263da6dbb7075b95c705d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"48,000"}. This record does not assert independent reproduction. ### SkipGram-80 Accuracy: 62.1. Result ID: 69b263da6dbb7075b95c705f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"12,800"}. This record does not assert independent reproduction. ### SkipGram-100 Accuracy: 58.8. Result ID: 69b263da6dbb7075b95c7060. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"16,000"}. This record does not assert independent reproduction. ### SkipGram-200 Accuracy: 58.6. Result ID: 69b263da6dbb7075b95c7061. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"32,000"}. This record does not assert independent reproduction. ### SkipGram-300 Accuracy: 58.2. Result ID: 69b263da6dbb7075b95c7062. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"48,000"}. This record does not assert independent reproduction. ### SkipGram-50 Accuracy: 53.8. Result ID: 69b263da6dbb7075b95c705e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"8,000"}. This record does not assert independent reproduction. ### QCSE-1L Accuracy: 50.4. Result ID: 69b263da6dbb7075b95c7063. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"21"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.