Representation Learning on SciDocs
Metric: Avg. (higher is better)
Metric: Avg. (higher is better)
| # | Model↕ | Avg.▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SciNCL | 81.8 | No | Neighborhood Contrastive Learning for Scientific... | 2022-02-14 | Code |
| 2 | SPECTER | 80 | No | SPECTER: Document-level Representation Learning ... | 2020-04-15 | Code |
| 3 | Citeomatic | 76 | No | SPECTER: Document-level Representation Learning ... | 2020-04-15 | Code |
| 4 | Sci-DeCLUTR | 66.6 | No | Neighborhood Contrastive Learning for Scientific... | 2022-02-14 | Code |
| 5 | SciBERT | 59.6 | No | SPECTER: Document-level Representation Learning ... | 2020-04-15 | Code |
| 6 | BioBERT | 58.8 | No | BioBERT: a pre-trained biomedical language repre... | 2019-01-25 | Code |
| 7 | CiteBERT | 58.8 | No | Neighborhood Contrastive Learning for Scientific... | 2022-02-14 | Code |