ML Research Wiki / Benchmarks / Word Similarity / WS353

WS353

Word Similarity Benchmark

Performance Over Time

📊 Showing 3 results | 📏 Metric: Spearman's Rho

Top Performing Models

Rank Model Paper Spearman's Rho Date Code
1 Context-to-Vector Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings 78.90 2022-10-30 📦 binbinjiang/context2vector
2 Bert2Vec Improved Biomedical Word Embeddings in the Transformer Era 72.80 2020-12-22 📦 bionlproc/BERT-CRel-Embeddings
3 SkipGram Enriching Word Vectors with Subword Information 61.00 2016-07-15 📦 facebookresearch/fastText 📦 dmlc/gluon-nlp 📦 plasticityai/magnitude

All Papers (3)