Word Similarity on WS-353 ALL (test)
0.739Spearman CorrelationFlan-T5-SD
Evaluation results
| Method | Links | |
|---|---|---|
| Flan-T5-SDBackbone=Flan-T5-xxl, Clusters (k)=52025.04 | 0.739 | |
| BERT-SDBackbone=BERT, Clusters (k)=52025.04 | 0.727 | |
| DRG2VecType=Discrete embeddings2025.04 | 0.699 | |
| FRAGEFramework=with FRAGE2018.09 | 0.6935 | |
| Dict2VecType=Discrete embeddings2025.04 | 0.682 | |
| BaselineFramework=Original2018.09 | 0.6674 | |
| Word2VecType=Discrete embeddings2025.04 | 0.626 |