Relation Extraction on NYT Bag Size One 570K
95P@100CGRE
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CGRE2021.05 | 95 | 88.5 | 85 | 89.5 | |
| PCNN+ATT+ENTentity aware=true2021.05 | 87 | 84 | 80.7 | 83.9 | |
| PCNN+BATT2021.05 | 86.8 | 77.6 | 73.9 | 79.4 | |
| PCNN+HATT2021.05 | 84 | 76 | 69.7 | 76.6 | |
| RESIDE2021.05 | 80 | 75.5 | 69.3 | 74.9 | |
| DSRE-VAEKnowledge Base=Excluded2021.05 | 79 | 68.5 | 65.7 | 71.1 | |
| DSRE-VAE (+KB)Knowledge Base=Included2021.05 | 79 | 72 | 65.7 | 72.2 | |
| PCNN+ATT2021.05 | 73.3 | 69.2 | 60.8 | 67.8 |