Open-world Relation Extraction on TACRED (unlabeled)
86.24PrecisionMixORE
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| MixORE2025.05 | 86.24 | 90.52 | 88.33 | 89.73 | 84.29 | 86.82 | 90.81 | 81.82 | 85.99 | 84.73 | |
| KNORD2025.05 | 84.04 | 86.38 | 85.19 | 88.6 | 67.78 | 76.8 | 89.67 | 70.33 | 78.83 | 71.93 | |
| TABS'variant=prime2025.05 | 76.5 | 81.75 | 79.04 | 89.08 | 54.62 | 67.72 | 89.37 | 62.14 | 73.31 | 66.47 | |
| MatchPrompt'variant=prime2025.05 | 71.45 | 59.89 | 65.16 | 93.57 | 60.46 | 73.45 | 92.88 | 64.68 | 76.26 | 71.59 | |
| ORCA2025.05 | 68.45 | 75.34 | 71.73 | 75.01 | 47.51 | 58.17 | 73.81 | 46.96 | 57.4 | 46.22 | |
| AugURE*supervised cross-entropy=true, use_chatgpt=false2025.05 | 49.89 | 47.51 | 48.67 | 89.66 | 77.43 | 83.09 | 90.71 | 77.18 | 83.4 | 80.01 | |
| HiURE*supervised cross-entropy=true2025.05 | 49.76 | 46.99 | 48.31 | 89.08 | 72.89 | 80.03 | 90.1 | 75.2 | 81.94 | 79.53 |