Classification on SCIDOCS MeSH
86.4F1 ScoreSPECTER
Evaluation results
| Method | Links | |
|---|---|---|
| SPECTER2020.04 | 86.4 | |
| Fasttext-sumyear=20172020.04 | 84.1 | |
| SGCyear=2019a2020.04 | 82.7 | |
| SIFyear=20172020.04 | 81.4 | |
| SciBERTyear=20192020.04 | 80.7 | |
| ELMoyear=20182020.04 | 75.7 | |
| Citeomaticyear=20182020.04 | 75.7 | |
| Doc2vecyear=20142020.04 | 69.2 | |
| Sent-BERTyear=20192020.04 | 69.1 | |
| Random2020.04 | 9.4 |