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Benchmarks
Word Similarity on Mechanical Turk-771
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0.669
Spearman ρ
ROOTROOT-CA
0.34764
0.43107
0.5145
0.59793
Oct 17, 2018
Sep 24, 2019
Aug 31, 2020
Aug 8, 2021
Jul 16, 2022
Jun 23, 2023
May 31, 2024
Spearman ρ
Total Spearman ρ (Across Corpora)
Updated 5d ago
Evaluation Results
Method
Method
Links
Spearman ρ
Total Spearman ρ (Across Corpora)
ROOTROOT-CA
p=0, k (dimensionality...
2024.05
0.669
-
ROOT-CA
p=0, k (dimensionality...
2024.05
0.662
-
W2G
Embedding Method=W2G,...
2018.10
0.57
-
GloVe+GT
Embedding Method=GloVe...
2018.10
0.56
-
Ell
Embedding Method=Ell,...
2018.10
0.56
-
GloVe
Embedding Method=GloVe
2018.10
0.55
-
W2V*text8
Embedding Method=W2V,...
2018.10
0.5
-
GloVe*text8
Embedding Method=GloVe...
2018.10
0.36
-
ROOT-CA
p=0, Training Corpus (...
2024.05
-
2.006
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