Relation Extraction on NYT-570K
0.889Precision@100CGRE
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CGRE2021.05 | 0.889 | 0.864 | 0.818 | 0.519 | |
| PCNN+BATT2021.05 | 0.865 | 0.847 | 0.794 | 0.42 | |
| PCNN+HATT2021.05 | 0.85 | 0.815 | 0.775 | 0.419 | |
| PCNN+ATT+ENT2021.05 | 0.837 | 0.814 | 0.775 | 0.47 | |
| RESIDE2021.05 | 0.814 | 0.749 | 0.738 | 0.415 | |
| DSRE-VAEknowledge graph priors=true2021.05 | 0.81 | 0.775 | 0.736 | 0.455 | |
| DSRE-VAEknowledge graph priors=false2021.05 | 0.8 | 0.76 | 0.756 | 0.446 | |
| PCNN+ATT2021.05 | 0.729 | 0.715 | 0.696 | 0.384 |