Sentence-level Relation Extraction on NYT-10 (dev)
69.94PrecisionSENT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SENTBackbone=BiLSTM+BERT, Runs=Average of 32021.06 | 69.94 | 63.11 | 66.35 | |
| SENTBackbone=BiLSTM, Runs=Average of 32021.06 | 66.71 | 57.27 | 61.63 | |
| ARNORtype=distant RE2021.06 | 62.45 | 58.51 | 60.36 | |
| PCNN+RA_BAG_ATTtype=distant RE2021.06 | 49.84 | 46.9 | 48.33 | |
| PCNN+SelATTtype=distant RE2021.06 | 46.01 | 30.43 | 36.64 | |
| CNN+RL2type=distant RE2021.06 | 40 | 59.17 | 47.73 | |
| CNNtype=normal RE2021.06 | 38.32 | 65.22 | 48.28 | |
| CNN+RL1type=distant RE2021.06 | 37.71 | 52.66 | 43.95 | |
| BiLSTM+ATTtype=normal RE2021.06 | 37.59 | 64.91 | 47.61 | |
| BiLSTMtype=normal RE2021.06 | 36.71 | 66.46 | 47.29 | |
| PCNNtype=normal RE2021.06 | 36.09 | 63.66 | 46.07 | |
| BiLSTM+BERTtype=normal RE2021.06 | 36.09 | 73.17 | 48.34 | |
| BERTtype=normal RE2021.06 | 34.78 | 65.17 | 45.35 |