Knowledge Graph Query Answering on WN18RR
53.11p ScoreNMP-QEM
Evaluation Results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| NMP-QEM2025.05 | 53.1 | 24.3 | 14.1 | 68.5 | 86.6 | 38.2 | 19.2 | 12.7 | 13.2 | 24.2 | 68.2 | 19.8 | 12 | 16.3 | |
| GeometrE2025.05 | 52.3 | 18.5 | 11.5 | 66.8 | 88.9 | 39.5 | 25.8 | 13.2 | 13.3 | 16.4 | 68.3 | 13.4 | 8 | 9.4 | |
| AConE2025.05 | 50.9 | 17.6 | 9.9 | 70.5 | 89 | 38.9 | 29.6 | 18.4 | 14 | 18.3 | 70.1 | 13.4 | 7.6 | 10.4 | |
| ConE2025.05 | 46.8 | 17.1 | 12.4 | 58.9 | 86.7 | 33.9 | 20.8 | 8.8 | 12.2 | 12.7 | 62.3 | 13.2 | 7.7 | 7.6 | |
| LinE2025.05 | 45.1 | 12.3 | 6.7 | 47.1 | 67.1 | 24.8 | 14.7 | 8.4 | 6.9 | 12.5 | 60.8 | 7.3 | 5.2 | 7.7 | |
| BETAE2025.05 | 44.1 | 9.8 | 3.8 | 57.2 | 76.2 | 32.6 | 17.9 | 7.5 | 5.3 | 12.7 | 59.9 | 5.1 | 4 | 7.4 | |
| Q2B2025.05 | 22.4 | 4.6 | 2.3 | 25.6 | 41.2 | 13.2 | 11 | 2.9 | 3.4 | — | — | — | — | — | |
| GQE2025.05 | 18 | 4.5 | 2.7 | 19.3 | 23.9 | 9.9 | 10.6 | 2.3 | 3.5 | — | — | — | — | — |