User activity prediction on SCIDOCS Co-Read
84.5MAPSPECTER
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SPECTER2020.04 | 84.5 | 92.4 | |
| Citeomaticyear=20182020.04 | 80.5 | 90.2 | |
| SIFyear=20172020.04 | 78.2 | 88.9 | |
| SGCyear=2019a2020.04 | 75.7 | 87.5 | |
| Fasttext-sumyear=20172020.04 | 75.3 | 87.4 | |
| ELMoyear=20182020.04 | 67.4 | 82.6 | |
| Doc2vecyear=20142020.04 | 64.9 | 81.6 | |
| Sent-BERTyear=20192020.04 | 64.8 | 81.3 | |
| SciBERTyear=20192020.04 | 47.7 | 71.1 | |
| Random2020.04 | 25.6 | 51.9 |