Knowledge Graph Completion on DBP-5L (Multi-lingual Evaluation)
30.8EL H@1SS-AGA
Evaluation Results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SS-AGABaseline Category=Multilingual Baselines2022.03 | 30.8 | 58.6 | 35.3 | 34.6 | 66.9 | 42.9 | 25.5 | 61.9 | 36.6 | 27.1 | 65.5 | 38.4 | 16.3 | 41.3 | 23.1 | |
| KenSBaseline Category=Multilingual Baselines2022.03 | 28.1 | 56.9 | — | 32.1 | 65.3 | — | 23.6 | 60.1 | — | 25.5 | 62.9 | — | 15.1 | 39.8 | — | |
| AlignKGCBaseline Category=Multilingual Baselines2022.03 | 27.6 | 56.3 | 33.8 | 31.6 | 64.3 | 41.6 | 24.2 | 60.9 | 35.1 | 24.1 | 62.3 | 37.4 | 15.5 | 39.2 | 22.3 | |
| CG-MuABaseline Category=Multilingual Baselines2022.03 | 21.5 | 44.8 | 32.8 | 27.3 | 61.1 | 40.1 | 22.3 | 55.4 | 34.3 | 24.2 | 57.1 | 36.1 | 13.1 | 33.5 | 22.2 | |
| KG-BERTBaseline Category=Monolingual Baselines2022.03 | 17.3 | 40.1 | 27.3 | 26.9 | 59.8 | 38.7 | 21.9 | 54.1 | 34 | 23.5 | 55.9 | 35.4 | 12.9 | 31.9 | 21 | |
| RotatEBaseline Category=Monolingual Baselines2022.03 | 14.5 | 36.2 | 26.2 | 26.4 | 60.2 | 39.8 | 21.2 | 53.9 | 33.8 | 23.2 | 55.5 | 35.1 | 12.3 | 30.4 | 20.7 | |
| TransEBaseline Category=Monolingual Baselines2022.03 | 13.1 | 43.7 | 24.3 | 21.1 | 48.5 | 25.3 | 13.5 | 45 | 24.4 | 17.5 | 48.8 | 27.6 | 7.3 | 29.3 | 16.9 | |
| DisMultBaseline Category=Monolingual Baselines2022.03 | 8.9 | 11.3 | 9.8 | 9.3 | 27.5 | 15.8 | 7.4 | 22.4 | 13.2 | 6.1 | 23.8 | 14.5 | 8.8 | 30 | 18.3 |