Complex Query Answering on WD50K-NFOL n-ary (test)
36.87Avg P ScoreNQE
Evaluation results
| Method | Links | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| NQETraining query scope=all queries2022.11 | 36.87 | — | 14.06 | 55.9 | 37.04 | 36.86 | 53.1 | 95.9 | 68.15 | 34.72 | 18.66 | 27.85 | 40.08 | 51.26 | 10.92 | 48.67 | 22.14 | 8.91 | 9.67 | |
| UnparalleledParallel processing algorithm usage=no parallel processing2022.11 | 33.47 | — | 12.45 | 54.81 | 34.35 | 34.47 | 49.22 | 84.56 | 63.05 | 31.98 | 14.76 | 26.14 | 38.73 | 49.51 | 7.79 | 43.89 | 20.02 | 8.22 | 7.65 | |
| Logic-blindLogical operator integration protocol=unified into averaging operations2022.11 | 32.92 | — | 7.75 | 49.92 | 34.09 | 35.26 | 51.03 | 90.72 | 65.55 | 30.72 | 13.66 | 22.95 | 37.15 | 48.18 | 3.54 | 40.25 | 14.31 | 2.95 | 5.74 | |
| NQE-1pTraining query scope=1-hop queries only2022.11 | 32.8 | — | 12.56 | 53.75 | 33.52 | 34.97 | 46.96 | 80.22 | 60.86 | 33.89 | 13.95 | 25.13 | 37.21 | 50.8 | 9.1 | 45.99 | 19.45 | 7.86 | 7.91 | |
| NodeH-onlyNode/Edge heterogeneity configuration=node heterogeneity only2022.11 | 31.32 | — | 12.1 | 46.72 | 31.87 | 32.55 | 46.3 | 77.82 | 59.7 | 29.49 | 14.93 | 24.38 | 33.68 | 43.09 | 7.78 | 42.98 | 20.09 | 7.79 | 8.64 | |
| EdgeH-onlyNode/Edge heterogeneity configuration=edge heterogeneity only2022.11 | 29.05 | — | 12.21 | 41.96 | 30.6 | 30.61 | 37.76 | 63.77 | 47.83 | 27.14 | 16.03 | 24.59 | 32.75 | 42.68 | 8.36 | 39.05 | 20.71 | 7.73 | 8.44 |