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Word Analogy on Google analogy task
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38.2
Semantic Accuracy
CBOW
17.712
23.031
28.35
33.669
Jun 7, 2026
Semantic Accuracy
Syntactic Accuracy
Overall Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Semantic Accuracy
Syntactic Accuracy
Overall Accuracy
CBOW
embedding dimension=20...
2026.06
38.2
65.6
58.3
HALO-CBOW
embedding dimension=20...
2026.06
32.8
66.9
57.8
CBOW
embedding dimension=10...
2026.06
29.7
60.2
52.1
HALO-CBOW
embedding dimension=20...
2026.06
28.9
62.5
53.6
HALO-CBOW
embedding dimension=20...
2026.06
24
57.5
48.6
HALO-SGNS
embedding dimension=20...
2026.06
22.3
51
43.4
CBOW
embedding dimension=50...
2026.06
18.5
43.8
37.1
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