Open-set Relation Extraction on TACRED (test)
0.7697Accuracyunknown-aware training
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| unknown-aware trainingBackbone=BERT2023.06 | 0.7697 | 0.9102 | 0.3027 | |
| EnergyBackbone=BERT2023.06 | 0.7515 | 0.9034 | 0.353 | |
| MixUpBackbone=BERT2023.06 | 0.7285 | 0.898 | 0.403 | |
| SCLBackbone=BERT2023.06 | 0.727 | 0.9022 | 0.358 | |
| ODINBackbone=BERT2023.06 | 0.7237 | 0.8942 | 0.4083 | |
| MSPBackbone=BERT2023.06 | 0.7183 | 0.8924 | 0.432 | |
| ConvexBackbone=BERT2023.06 | 0.7155 | 0.9016 | 0.374 | |
| DOCBackbone=BERT2023.06 | 0.7008 | 0.894 | 0.4283 |