Word Similarity on MTurk-287
0.62Spearman CorrelationGloVe+GT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GloVe+GTEmbedding Method=GloVe, Transform=Gaussian Transform, Refinement Corpus=text82018.10 | 0.62 | — | |
| GloVeEmbedding Method=GloVe2018.10 | 0.61 | — | |
| W2V*text8Embedding Method=W2V, Training Corpus=text82018.10 | 0.61 | — | |
| W2GEmbedding Method=W2G, Training Corpus=ukWaC and WaCkypedia2018.10 | 0.61 | — | |
| EllEmbedding Method=Ell, Training Corpus=ukWaC and WaCkypedia2018.10 | 0.59 | — | |
| FastTextHardware=CPU2026.05 | 0.574 | 0.399 | |
| Word2VecHardware=CPU2026.05 | 0.558 | 0.389 | |
| GloVeHardware=CPU2026.05 | 0.521 | 0.365 | |
| Omni TM-AEHardware=CPU2026.05 | 0.519 | 0.367 | |
| FastOmniTMAEHardware=CPU2026.05 | 0.498 | 0.356 | |
| FastOmniTMAEHardware=CUDA2026.05 | 0.492 | 0.352 | |
| GloVe*text8Embedding Method=GloVe, Training Corpus=text82018.10 | 0.49 | — |