Knowledge Graph Reasoning on WIKI (test)
30.9MRRMetaTKGR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MetaTKGRshot=2-shot2022.10 | 30.9 | 24.9 | 32.5 | 44.1 | |
| MetaDyGNNshot=2-shot2022.10 | 27.1 | 22.5 | 28.7 | 39 | |
| T-GENshot=2-shot2022.10 | 24 | 19.3 | 24.8 | 31.9 | |
| I-GENshot=2-shot2022.10 | 22.3 | 18.5 | 23 | 28.7 | |
| RE-NETshot=2-shot2022.10 | 19.1 | 14.3 | 19.1 | 23.8 | |
| LANshot=2-shot2022.10 | 16.2 | 10.8 | 17.8 | 27.3 | |
| TransRshot=2-shot2022.10 | 16 | 13.1 | 17 | 22.5 | |
| RotatEshot=2-shot2022.10 | 16 | 12.5 | 16 | 21.4 | |
| TransEshot=2-shot2022.10 | 14.6 | 12.2 | 14.6 | 21.3 | |
| CENsetting=offline2022.03 | 0.7893 | 0.7505 | 0.819 | 0.849 | |
| RE-GCNsetting=offline2022.03 | 0.7755 | 0.7375 | 0.8038 | 0.8368 | |
| TITersetting=offline2022.03 | 0.755 | 0.7296 | 0.7749 | 0.7902 | |
| XERTEsetting=offline2022.03 | 0.7114 | 0.6805 | 0.7611 | 0.7901 | |
| TG-DistMultsetting=offline2022.03 | 0.5115 | 0.4966 | 0.5216 | 0.5335 | |
| TG-Tuckersetting=offline2022.03 | 0.5043 | 0.4852 | 0.5147 | 0.5358 | |
| RE-NETsetting=offline2022.03 | 0.4966 | 0.4688 | 0.5119 | 0.5348 | |
| CyGNetsetting=offline2022.03 | 0.3389 | 0.2906 | 0.361 | 0.4186 |