Inductive Query Answering on FB15k-237 Ratio 121%
49Avg Score (P)
GNN-QE
Updated 16d ago
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.07 | 49 | 41.9 | 70.4 | 34.7 | 29 | 73.2 | 81.7 | 52.4 | 37.2 | 36.8 | 25.7 | 30.1 | 39.1 | 26 | 21.7 | 28.9 | |
2026.07 | 48.7 | 42.2 | 71.5 | 33.8 | 27.1 | 73.9 | 82.1 | 52.6 | 35.5 | 37.8 | 23.4 | 31.6 | 41.7 | 28 | 20.7 | 31 | |
2026.07 | 45.4 | 38.9 | 66.2 | 33.7 | 27.7 | 67.7 | 77.1 | 49.9 | 33.6 | 31.6 | 20.8 | 27.4 | 38 | 25.9 | 20.2 | 25.6 | |
2026.07 | 42.3 | - | 61.7 | 28.4 | 11.7 | 58.7 | 68.1 | 40 | 38.9 | 46.4 | 26.4 | - | - | - | - | - | |
2026.07 | 37.6 | 31 | 58.4 | 23.1 | 18.8 | 58.1 | 69.6 | 39.8 | 27.6 | 26.5 | 16.3 | 20.7 | 26.7 | 16.1 | 13.8 | 18.6 | |
2026.07 | 36.8 | 30.6 | 58.9 | 21.8 | 17.2 | 58.7 | 70.1 | 39.3 | 25.1 | 26.2 | 14.3 | 20.7 | 28.2 | 17 | 12.4 | 19.1 | |
2026.07 | 34 | 28.1 | 54.4 | 21.8 | 17.6 | 52.9 | 65.1 | 37.4 | 23.5 | 21.1 | 12.6 | 17.5 | 25.8 | 15.7 | 11.7 | 15.6 | |
2026.07 | 30.5 | - | 46.7 | 19.2 | 7 | 41.7 | 50.7 | 26.1 | 29 | 34.6 | 19.2 | - | - | - | - | - | |
2026.07 | 9.6 | - | 24.9 | 8.1 | 7.7 | 9.8 | 11.2 | 7.4 | 6.5 | 4.5 | 6.1 | - | - | - | - | - | |
2026.07 | 8.9 | 7 | 19.8 | 7.4 | 8.5 | 9 | 11.3 | 7.4 | 5.9 | 3.7 | 6.9 | 2.3 | 2.7 | 7.1 | 3.3 | 2.1 | |
2026.07 | 4.3 | - | 11.6 | 3.7 | 3.4 | 4.3 | 4.8 | 3.1 | 3.1 | 2.1 | 2.7 | - | - | - | - | - | |
2026.07 | 4.2 | 3.2 | 11.3 | 3.4 | 4.1 | 3.8 | 4.9 | 3 | 2.8 | 1.5 | 3.3 | 1 | 1.1 | 2.8 | 1.5 | 0.7 |