Relation Triplet Extraction on Wiki-ZSL (test)
26.84AccuracyUniEX
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| UniEXevaluation_mode=Single-Triplet, zero-shot=true, unseen_label_size=52023.05 | 26.84 | — | — | — | |
| RelationPromptUnseen Labels (m)=5, Triplet Setting=Single Triplet2022.03 | 16.64 | — | — | — | |
| RelationPromptevaluation_mode=Single-Triplet, zero-shot=true, unseen_label_size=52023.05 | 16.64 | — | — | — | |
| RelationPromptUnseen Labels (m)=10, Triplet Setting=Single Triplet2022.03 | 16.48 | — | — | — | |
| RelationPromptUnseen Labels (m)=15, Triplet Setting=Single Triplet2022.03 | 16.16 | — | — | — | |
| TableSequenceUnseen Labels (m)=5, Triplet Setting=Single Triplet2022.03 | 14.47 | — | — | — | |
| TableSequenceevaluation_mode=Single-Triplet, zero-shot=true, unseen_label_size=52023.05 | 14.47 | — | — | — | |
| TableSequenceUnseen Labels (m)=10, Triplet Setting=Single Triplet2022.03 | 9.61 | — | — | — | |
| TableSequenceUnseen Labels (m)=15, Triplet Setting=Single Triplet2022.03 | 9.2 | — | — | — | |
| NoGenUnseen Labels (m)=5, Triplet Setting=Single Triplet2022.03 | 9.05 | — | — | — | |
| NoGenUnseen Labels (m)=10, Triplet Setting=Single Triplet2022.03 | 7.1 | — | — | — | |
| NoGenUnseen Labels (m)=15, Triplet Setting=Single Triplet2022.03 | 6.61 | — | — | — | |
| NoGenUnseen Labels (m)=5, Triplet Setting=Multi Triplet2022.03 | — | 15.23 | 43.23 | 22.26 | |
| NoGenUnseen Labels (m)=10, Triplet Setting=Multi Triplet2022.03 | — | 9.63 | 45.01 | 15.7 | |
| NoGenUnseen Labels (m)=15, Triplet Setting=Multi Triplet2022.03 | — | 7.25 | 44.68 | 12.34 | |
| RelationPromptUnseen Labels (m)=5, Triplet Setting=Multi Triplet2022.03 | — | 29.11 | 31 | 30.01 | |
| RelationPromptUnseen Labels (m)=10, Triplet Setting=Multi Triplet2022.03 | — | 30.2 | 32.31 | 31.19 | |
| RelationPromptUnseen Labels (m)=15, Triplet Setting=Multi Triplet2022.03 | — | 26.19 | 32.12 | 28.85 | |
| RelationPromptevaluation_mode=Multi-Triplet, zero-shot=true, unseen_label_size=52023.05 | — | 29.11 | 31 | 30.01 | |
| TableSequenceUnseen Labels (m)=5, Triplet Setting=Multi Triplet2022.03 | — | 43.68 | 3.51 | 6.29 | |
| TableSequenceUnseen Labels (m)=10, Triplet Setting=Multi Triplet2022.03 | — | 45.31 | 3.57 | 6.4 | |
| TableSequenceUnseen Labels (m)=15, Triplet Setting=Multi Triplet2022.03 | — | 44.43 | 3.53 | 6.39 | |
| TableSequenceevaluation_mode=Multi-Triplet, zero-shot=true, unseen_label_size=52023.05 | — | 43.68 | 3.51 | 6.29 | |
| UniEXevaluation_mode=Multi-Triplet, zero-shot=true, unseen_label_size=52023.05 | — | 58.22 | 25.85 | 34.94 |