| sentence-embeddings-for-biomedical-texts-on-biosses | Supervised combination of: Jaccard, Q-gram, sent2vec, Paragraph vector DM, skip-thoughts, fastText | #1 | Pearson Correlation: 0.871 |
| sentence-embeddings-for-biomedical-texts-on-biosses | Unsupervised combination (mean) of: Jaccard, q-gram, Paragraph vector (PV-DBOW) and sent2vec | #2 | Pearson Correlation: 0.846 |
| sentence-embeddings-for-biomedical-texts-on-biosses | Paragraph vector (PV-DM) | #3 | Pearson Correlation: 0.819 |
| sentence-embeddings-for-biomedical-texts-on-biosses | Paragraph vector (PV-DBOW) | #5 | Pearson Correlation: 0.804 |
| sentence-embeddings-for-biomedical-texts-on-biosses | Sent2vec | #6 | Pearson Correlation: 0.798 |
| sentence-embeddings-for-biomedical-texts-on-biosses | fastText (skip-gram, max pooling) | #8 | Pearson Correlation: 0.766 |
| sentence-embeddings-for-biomedical-texts-on-biosses | Q-gram (q = 3) | #9 | Pearson Correlation: 0.723 |
| sentence-embeddings-for-biomedical-texts-on-biosses | Skip-thoughts | #10 | Pearson Correlation: 0.485 |
| sentence-embeddings-for-biomedical-texts-on-biosses | fastText (CBOW, max pooling) | #13 | Pearson Correlation: 0.253 |