Open-Set Relation Extraction on FewRel (test)
74Accuracyunknown-aware training
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| unknown-aware trainingBackbone=BERT2023.06 | 74 | 88.73 | 41.17 | |
| EnergyBackbone=BERT2023.06 | 71.54 | 85.53 | 46.88 | |
| ConvexBackbone=BERT2023.06 | 71.19 | 86.23 | 46 | |
| ODINBackbone=BERT2023.06 | 66.78 | 84.47 | 55.98 | |
| MixUpBackbone=BERT2023.06 | 66.3 | 84.95 | 57.44 | |
| SCLBackbone=BERT2023.06 | 65.52 | 86.71 | 58.04 | |
| DOCBackbone=BERT2023.06 | 63.96 | 84.46 | 59.38 | |
| MSPBackbone=BERT2023.06 | 63.69 | 83.6 | 62.93 |