Temporal knowledge graph reasoning on ICEWS18 1-shot (test)
0.295MRRMetaTKGR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MetaTKGRshot=1-shot2022.10 | 0.295 | 0.207 | 0.309 | 0.496 | |
| MetaDyGNNshot=1-shot2022.10 | 0.249 | 0.179 | 0.269 | 0.42 | |
| I-GENshot=1-shot2022.10 | 0.199 | 0.101 | 0.217 | 0.32 | |
| RE-NETshot=1-shot2022.10 | 0.185 | 0.129 | 0.209 | 0.25 | |
| LANshot=1-shot2022.10 | 0.17 | 0.086 | 0.159 | 0.301 | |
| T-GENshot=1-shot2022.10 | 0.131 | 0.072 | 0.139 | 0.262 | |
| RotatEshot=1-shot2022.10 | 0.068 | 0.053 | 0.062 | 0.098 | |
| TransRshot=1-shot2022.10 | 0.05 | 0.034 | 0.056 | 0.08 | |
| TransEshot=1-shot2022.10 | 0.049 | 0.03 | 0.053 | 0.077 |