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Benchmarks
Word Similarity on WS-353 SIM
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0.66
Spearman Correlation
W2V*text8
0.46136
0.51293
0.5645
0.61607
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)
W2V*text8
Embedding Method=W2V,...
2018.10
0.66
-
FastText
Hardware=CPU
2026.05
0.601
0.42
GloVe+GT
Embedding Method=GloVe...
2018.10
0.6
-
Ell
Embedding Method=Ell,...
2018.10
0.6
-
Word2Vec
Hardware=CPU
2026.05
0.591
0.415
GloVe
Embedding Method=GloVe
2018.10
0.57
-
GloVe
Hardware=CPU
2026.05
0.514
0.355
GloVe*text8
Embedding Method=GloVe...
2018.10
0.51
-
W2G
Embedding Method=W2G,...
2018.10
0.48
-
Omni TM-AE
Hardware=CPU
2026.05
0.478
0.344
FastOmniTMAE
Hardware=CPU
2026.05
0.47
0.343
FastOmniTMAE
Hardware=CUDA
2026.05
0.469
0.347
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