摘要
请提供需要翻译的英文内容。
基准测试
| 基准 | 方法 | 指标 |
|---|---|---|
| sentence-embeddings-for-biomedical-texts-on | Q-gram (q = 3) | Pearson Correlation: 0.723 |
| sentence-embeddings-for-biomedical-texts-on | Paragraph vector (PV-DBOW) | Pearson Correlation: 0.804 |
| sentence-embeddings-for-biomedical-texts-on | Supervised combination of: Jaccard, Q-gram, sent2vec, Paragraph vector DM, skip-thoughts, fastText | Pearson Correlation: 0.871 |
| sentence-embeddings-for-biomedical-texts-on | Sent2vec | Pearson Correlation: 0.798 |
| sentence-embeddings-for-biomedical-texts-on | Skip-thoughts | Pearson Correlation: 0.485 |
| sentence-embeddings-for-biomedical-texts-on | fastText (skip-gram, max pooling) | Pearson Correlation: 0.766 |
| sentence-embeddings-for-biomedical-texts-on | Paragraph vector (PV-DM) | Pearson Correlation: 0.819 |
| sentence-embeddings-for-biomedical-texts-on | Unsupervised combination (mean) of: Jaccard, q-gram, Paragraph vector (PV-DBOW) and sent2vec | Pearson Correlation: 0.846 |
| sentence-embeddings-for-biomedical-texts-on | fastText (CBOW, max pooling) | Pearson Correlation: 0.253 |