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Word Similarity on WS-353 SIM (test)
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0.807
Spearman Correlation
SOTA (Multi)
0.599
0.653
0.707
0.761
May 26, 2023
Sep 16, 2023
Jan 8, 2024
May 1, 2024
Aug 23, 2024
Dec 15, 2024
Apr 8, 2025
Spearman Correlation
Updated 4d ago
Evaluation Results
Method
Method
Links
Spearman Correlation
SOTA (Multi)
Type=Special-purpose S...
2023.05
0.807
Flan-T5-SD
Backbone=Flan-T5-xxl,...
2025.04
0.799
BERT-SD
Backbone=BERT, Cluster...
2025.04
0.794
SOTA (Single)
Type=Special-purpose S...
2023.05
0.764
Sim12
Sense Selection=Sense...
2023.05
0.749
DRG2Vec
Type=Discrete embeddings
2025.04
0.728
GPT2-1.5B
Category=Large existin...
2023.05
0.706
Dict2Vec
Type=Discrete embeddings
2025.04
0.696
word2vec
Embedding Type=Classic...
2023.05
0.684
Trnsf 124M
Type=Baseline Transformer
2023.05
0.681
Word2Vec
Type=Discrete embeddings
2025.04
0.679
GPT-J-6B
Category=Large existin...
2023.05
0.673
Sim14
Sense Selection=Sense...
2023.05
0.655
GloVe
Embedding Type=Classic...
2023.05
0.607
Simmin
Sense Selection=Minimu...
2023.05
0.607
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