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SOTA Semantic Similarity benchmarks and papers with code | Wizwand
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Semantic Similarity
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
SimLex
Concepts
Spearman Correlation
0.1844
60
2mo ago
Semantic Similarity Cross-lingual XL
VMSST
Pearson Correlation Coefficient
0.791
24
3mo ago
SICK
MRL
Accuracy
652.1
21
5d ago
STS-B (test)
SimCSE-ROBERTa
Semantic Consistency
80.22
18
3mo ago
BQ syntactically perturbed
T2ARD+TA-LoRA
Accuracy
79.26
17
2mo ago
AFQMC syntactically perturbed
SyCo
Accuracy
94.27
17
2mo ago
LCQMC
SyCo
Accuracy
83.6
17
2mo ago
WIKI (test)
Llama3-8B-Instruct
BLEU-4
55.52
17
3mo ago
ICEWS18 (test)
Llama3-8B-Instruct
BLEU-4
40.39
17
3mo ago
Semantic Similarity Cross-lingual same language XL s.
VMSST
Pearson's r
0.815
12
3mo ago
Semantic Similarity English-only
VMSST
Pearson's r
74.6
12
3mo ago
USEB (Universal Sentence Encoder Benchmark)
SGPT-2.7B
AskU AP
57.5
12
3mo ago
Crisscrossed Captions (CxC)
DE-T2T+I2T
Mean Average
74.5
10
3mo ago
QQP Dir(0.1) (test)
GLoRA
Accuracy
88.28
8
23d ago
New Zealand English (NZE) hypocoristic word pairs (yarn-conversation)
XLM-RoBERTa
Cosine Similarity
0.995
8
1mo ago
New Zealand English (NZE) hypocoristic word pairs (tramp-hike)
GPT-2
Cosine Similarity
0.987
8
1mo ago
New Zealand English (NZE) hypocoristic word pairs snag-sausage
XLM-RoBERTa
Cosine Similarity
0.992
8
1mo ago
New Zealand English (NZE) hypocoristic word pairs (raro-cordial)
XLM-RoBERTa
Cosine Similarity
0.992
8
1mo ago
New Zealand English (NZE) hypocoristic word pairs fizzy-soda
XLM-RoBERTa
Cosine Similarity
0.99
8
1mo ago
New Zealand English (NZE) hypocoristic word pairs (dairy-superette)
XLM-RoBERTa
Cosine Similarity
0.983
8
1mo ago
New Zealand English (NZE) hypocoristic word pairs (bog-toilet)
GPT-2
Cosine Similarity
0.993
8
1mo ago
New Zealand English (NZE) hypocoristic word pairs (banger-sausage)
XLM-RoBERTa
Cosine Similarity
0.982
8
1mo ago
π-YALLI corpus Nawatl
FastText Skipgram
Kendall's Tau (1x)
0.459
8
1mo ago
New Zealand English (NZE) hypocoristic word pairs (beehive-government)
XLM-RoBERTa
Cosine Similarity
0.962
6
1mo ago
New Zealand English (NZE) hypocoristic word pairs (bach-crib)
XLM-RoBERTa
Cosine Similarity
0.984
6
1mo ago
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