Knowledge Graph Reasoning on Family (test)
99MRRNBFNet
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| NBFNet2022.10 | 99 | — | — | — | |
| RulEKGE Model=RotatE2022.10 | 98.4 | — | — | — | |
| RulEmode=emb & rule2022.10 | 98.4 | 97.8 | 99 | 99.1 | |
| RNNLogic+mode=with emb.2022.10 | 98 | 97.1 | 98.9 | 99.1 | |
| Naive Combinationrerun=true2022.10 | 97.9 | 97.2 | 98.5 | 98.6 | |
| RulEmode=rule2022.10 | 97.5 | 96.7 | 98.5 | 98.6 | |
| RNNLogic+mode=w/o emb., rerun=true2022.10 | 97.4 | 96.3 | 98.5 | 98.6 | |
| DRUMsource=Qu et al. (2020)2022.10 | 95 | 91 | 98 | 99 | |
| RulEmode=emb2022.10 | 94.5 | 91 | 97.9 | 99.1 | |
| ComplExsource=Qu et al. (2020)2022.10 | 93 | 88.3 | 97.6 | 99.1 | |
| RotatE2022.10 | 91.4 | 85.3 | 97.4 | 99 | |
| Neural-LPsource=Qu et al. (2020)2022.10 | 91 | 86 | 96 | 99 | |
| NCRL2022.10 | 91 | 85.2 | — | 99.3 | |
| RulEmode=emb with TransE2022.10 | 82 | 68.9 | 94.6 | 98.6 | |
| TransErerun=true2022.10 | 81.3 | 67.5 | 94.6 | 98.5 | |
| DistMultsource=Qu et al. (2020)2022.10 | 68 | 53 | 78.7 | 96.6 |