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Benchmarks
Word Analogy on WIKIPEDIA (full)
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73.79
Semantic Accuracy
LINE(2nd)
7.1572
24.4561
41.755
59.0539
Mar 12, 2015
Semantic Accuracy
Syntactic Accuracy
Overall Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Semantic Accuracy
Syntactic Accuracy
Overall Accuracy
LINE(2nd)
proximity=second-order...
2015.03
73.79
59.72
66.1
SkipGram
Running time=2.82h
2015.03
69.14
57.94
63.02
GF
Running time=2.96h
2015.03
61.38
44.08
51.93
LINE(1st)
proximity=first-order,...
2015.03
58.08
49.42
53.35
DeepWalk
Running time=16.64h
2015.03
50.79
37.7
43.65
LINE-SGD(2nd)
proximity=second-order...
2015.03
20.42
9.56
14.49
LINE-SGD(1st)
proximity=first-order,...
2015.03
9.72
7.48
8.5
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