Relation Triplet Extraction on FewRel (test)
27.3AccuracyUniEX
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| UniEXevaluation_mode=Single-Triplet, zero-shot=true, unseen_label_size=52023.05 | 27.3 | — | — | — | |
| RelationPromptUnseen Labels (m)=10, Triplet Setting=Single Triplet2022.03 | 23.18 | — | — | — | |
| RelationPromptUnseen Labels (m)=5, Triplet Setting=Single Triplet2022.03 | 22.27 | — | — | — | |
| RelationPromptevaluation_mode=Single-Triplet, zero-shot=true, unseen_label_size=52023.05 | 22.27 | — | — | — | |
| RelationPromptUnseen Labels (m)=15, Triplet Setting=Single Triplet2022.03 | 18.97 | — | — | — | |
| TableSequenceUnseen Labels (m)=10, Triplet Setting=Single Triplet2022.03 | 12.54 | — | — | — | |
| NoGenUnseen Labels (m)=10, Triplet Setting=Single Triplet2022.03 | 12.4 | — | — | — | |
| TableSequenceUnseen Labels (m)=5, Triplet Setting=Single Triplet2022.03 | 11.82 | — | — | — | |
| TableSequenceevaluation_mode=Single-Triplet, zero-shot=true, unseen_label_size=52023.05 | 11.82 | — | — | — | |
| TableSequenceUnseen Labels (m)=15, Triplet Setting=Single Triplet2022.03 | 11.65 | — | — | — | |
| NoGenUnseen Labels (m)=5, Triplet Setting=Single Triplet2022.03 | 11.49 | — | — | — | |
| NoGenUnseen Labels (m)=15, Triplet Setting=Single Triplet2022.03 | 10.93 | — | — | — | |
| NoGenUnseen Labels (m)=5, Triplet Setting=Multi Triplet2022.03 | — | 15.58 | 36.74 | 14.57 | |
| NoGenUnseen Labels (m)=10, Triplet Setting=Multi Triplet2022.03 | — | 6.4 | 41.7 | 11.02 | |
| NoGenUnseen Labels (m)=15, Triplet Setting=Multi Triplet2022.03 | — | 4.61 | 36.39 | 8.15 | |
| RelationPromptUnseen Labels (m)=5, Triplet Setting=Multi Triplet2022.03 | — | 20.8 | 24.32 | 22.34 | |
| RelationPromptUnseen Labels (m)=10, Triplet Setting=Multi Triplet2022.03 | — | 21.59 | 28.68 | 24.61 | |
| RelationPromptUnseen Labels (m)=15, Triplet Setting=Multi Triplet2022.03 | — | 17.73 | 23.2 | 20.08 | |
| RelationPromptevaluation_mode=Multi-Triplet, zero-shot=true, unseen_label_size=52023.05 | — | 20.8 | 24.32 | 22.34 | |
| TableSequenceUnseen Labels (m)=5, Triplet Setting=Multi Triplet2022.03 | — | 9.45 | 1.91 | 3.4 | |
| TableSequenceUnseen Labels (m)=10, Triplet Setting=Multi Triplet2022.03 | — | 28.93 | 3.6 | 6.37 | |
| TableSequenceUnseen Labels (m)=15, Triplet Setting=Multi Triplet2022.03 | — | 19.03 | 1.99 | 3.48 | |
| TableSequenceevaluation_mode=Multi-Triplet, zero-shot=true, unseen_label_size=52023.05 | — | 15.23 | 1.91 | 3.4 | |
| UniEXevaluation_mode=Multi-Triplet, zero-shot=true, unseen_label_size=52023.05 | — | 44.46 | 15.72 | 23.13 |