Sentence-level Relation Extraction on NYT-10 (test)
76.34PrecisionSENT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SENTBackbone=BiLSTM+BERT, Runs=Average of 32021.06 | 76.34 | 63.66 | 69.42 | |
| SENTBackbone=BiLSTM, Runs=Average of 32021.06 | 71.22 | 59.75 | 64.99 | |
| ARNORtype=distant RE2021.06 | 65.23 | 56.79 | 60.9 | |
| PCNN+RA_BAG_ATTtype=distant RE2021.06 | 56.76 | 50.6 | 53.5 | |
| PCNN+SelATTtype=distant RE2021.06 | 45.41 | 30.03 | 36.15 | |
| CNN+RL2type=distant RE2021.06 | 40.23 | 63.78 | 49.34 | |
| CNN+RL1type=distant RE2021.06 | 39.41 | 61.61 | 48.07 | |
| BERTtype=normal RE2021.06 | 36.19 | 70.44 | 47.81 | |
| PCNNtype=normal RE2021.06 | 36.06 | 64.86 | 46.35 | |
| CNNtype=normal RE2021.06 | 35.75 | 64.54 | 46.01 | |
| BiLSTMtype=normal RE2021.06 | 35.52 | 67.41 | 46.53 | |
| BiLSTM+ATTtype=normal RE2021.06 | 34.93 | 65.18 | 45.48 | |
| BiLSTM+BERTtype=normal RE2021.06 | 33.23 | 72.7 | 45.61 |