Open-world Relation Extraction on Re-TACRED (unlabeled)
0.8972Precision (P)MixORE
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| MixORE2025.05 | 0.8972 | 0.9349 | 0.9156 | 0.9779 | 0.7918 | 0.875 | 0.9718 | 0.7733 | 0.8613 | 0.8925 | |
| KNORD2025.05 | 0.8493 | 0.8853 | 0.8669 | 0.9698 | 0.4763 | 0.6389 | 0.9583 | 0.5903 | 0.7306 | 0.5081 | |
| MatchPrompt'variant=prime2025.05 | 0.716 | 0.5564 | 0.6262 | 0.9875 | 0.5416 | 0.6995 | 0.9805 | 0.6301 | 0.7672 | 0.6223 | |
| ORCA2025.05 | 0.6578 | 0.752 | 0.7018 | 0.6782 | 0.781 | 0.726 | 0.6388 | 0.6783 | 0.6579 | 0.5552 | |
| TABS'variant=prime2025.05 | 0.5976 | 0.6056 | 0.6015 | 0.9715 | 0.5054 | 0.6649 | 0.9653 | 0.6136 | 0.7503 | 0.5582 | |
| AugURE*supervised cross-entropy=true, use_chatgpt=false2025.05 | 0.4551 | 0.4313 | 0.4429 | 0.9942 | 0.7575 | 0.8596 | 0.9908 | 0.7639 | 0.8625 | 0.8767 | |
| HiURE*supervised cross-entropy=true2025.05 | 0.4341 | 0.4041 | 0.4185 | 0.9721 | 0.7174 | 0.8253 | 0.9694 | 0.725 | 0.8294 | 0.8494 |