Complex Query Answering on NELL (test)
57.151-Hop ScoreQ2B+CaQR(R)
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Q2B+CaQR(R)Backbone=Q2B, Variant=Relation-induced embedding2024.06 | 57.15 | — | 16.08 | 13.75 | 37.84 | 50.68 | 22.82 | 18.03 | 14.8 | 10.36 | 26.83 | 18.9 | |
| Q2B+CaQRBackbone=Q2B, Variant=Structure and relation-induced embedding2024.06 | 57.15 | — | 15.99 | 13.42 | 37.95 | 51.25 | 24.24 | 17.57 | 14.8 | 10.42 | 26.97 | 19.5 | |
| Q2B+CaQR(S)Backbone=Q2B, Variant=Structure embedding2024.06 | 57.12 | — | 16.15 | 13.54 | 37.81 | 50.92 | 23.45 | 17.47 | 14.6 | 10.37 | 26.83 | 18.9 | |
| ConE+CaQRBackbone=ConE, Variant=Structure and relation-induced embedding2024.06 | 56.05 | — | 17.49 | 14.57 | 40.46 | 51.08 | 22.99 | 16.5 | 15.06 | 11.99 | 27.35 | 0.7 | |
| ConE+CaQR(S)Backbone=ConE, Variant=Structure embedding2024.06 | 55.86 | — | 17.27 | 14.95 | 39.84 | 50.91 | 24.77 | 17.76 | 14.86 | 11.95 | 27.58 | 1.5 | |
| ConE+CaQR(R)Backbone=ConE, Variant=Relation-induced embedding2024.06 | 55.28 | — | 16.94 | 14.77 | 39.95 | 50.98 | 24.31 | 16.42 | 15.02 | 11.41 | 27.23 | 0.2 | |
| BetaE+CaQRBackbone=BetaE, Variant=Structure and relation-induced embedding2024.06 | 55.2 | — | 15.44 | 13.52 | 37.99 | 48.47 | 25.45 | 16.59 | 13.06 | 10.26 | 26.22 | 5.7 | |
| BetaE+CaQR(S)Backbone=BetaE, Variant=Structure embedding2024.06 | 54.72 | — | 14.83 | 12.58 | 37.49 | 48.34 | 24.06 | 15 | 12.5 | 9.76 | 25.47 | 2.7 | |
| BetaE+CaQR(R)Backbone=BetaE, Variant=Relation-induced embedding2024.06 | 54.42 | — | 14.44 | 12.53 | 37.03 | 47.76 | 24.01 | 15.64 | 12.08 | 9.48 | 25.26 | 1.9 | |
| ConEBackbone=ConE2024.06 | 53.19 | — | 16.08 | 14.04 | 39.88 | 51.08 | 26.04 | 17.58 | 15.41 | 11.24 | 27.17 | — | |
| BetaEBackbone=BetaE2024.06 | 53.09 | — | 13.1 | 11.56 | 37.62 | 47.87 | 24.4 | 14.89 | 12.05 | 8.63 | 24.8 | — | |
| Q2BBackbone=Q2B2024.06 | 41.48 | — | 13.8 | 11.17 | 32.01 | 44.71 | 21.9 | 16.8 | 11.19 | 10.12 | 22.57 | — |