Knowledge Graph Question Answering on MetaQA 50% KG setting (test)
76Hits@1 (1-hop)KGT5-PP-Ens
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| KGT5-PP-EnsKG Version=Current Paper (Ours), ensemble=KGT5 + PathPred2022.03 | 76 | 65.4 | 76.6 | |
| KGT5KG Version=Current Paper (Ours)2022.03 | 75 | 36.2 | 64.4 | |
| EmbedKGQAKG Version=Baseline (Ren et al., 2021)2022.03 | 70.6 | 54.3 | 53.5 | |
| LEGOKG Version=Baseline (Ren et al., 2021)2022.03 | 69.3 | 57.8 | 63.8 | |
| GT queryKG Version=Current Paper (Ours)2022.03 | 67.7 | 48.7 | 44.4 | |
| PathPredKG Version=Current Paper (Ours)2022.03 | 67.7 | 48.7 | 44.4 | |
| PullNetKG Version=Baseline (Ren et al., 2021)2022.03 | 65.1 | 52.1 | 59.7 | |
| EmQLKG Version=Baseline (Ren et al., 2021)2022.03 | 63.8 | 47.6 | 48.1 | |
| GT queryKG Version=Baseline (Ren et al., 2021)2022.03 | 63.3 | 45.8 | 45.3 |