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Benchmarks
Word Similarity on MTurk-287
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0.62
Spearman Correlation
GloVe+GT
0.4848
0.5199
0.555
0.5901
Oct 17, 2018
Jan 19, 2020
Apr 23, 2021
Jul 27, 2022
Oct 30, 2023
Feb 1, 2025
May 7, 2026
Spearman Correlation
Kendall Correlation (τ)
Updated 23d ago
Evaluation Results
Method
Method
Links
Spearman Correlation
Kendall Correlation (τ)
GloVe+GT
Embedding Method=GloVe...
2018.10
0.62
-
GloVe
Embedding Method=GloVe
2018.10
0.61
-
W2V*text8
Embedding Method=W2V,...
2018.10
0.61
-
W2G
Embedding Method=W2G,...
2018.10
0.61
-
Ell
Embedding Method=Ell,...
2018.10
0.59
-
FastText
Hardware=CPU
2026.05
0.574
0.399
Word2Vec
Hardware=CPU
2026.05
0.558
0.389
GloVe
Hardware=CPU
2026.05
0.521
0.365
Omni TM-AE
Hardware=CPU
2026.05
0.519
0.367
FastOmniTMAE
Hardware=CPU
2026.05
0.498
0.356
FastOmniTMAE
Hardware=CUDA
2026.05
0.492
0.352
GloVe*text8
Embedding Method=GloVe...
2018.10
0.49
-
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