Temporal Knowledge Graph Reasoning on ICEWS 18 (meta-test)
0.34MRRMetaTKGR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MetaTKGRShot count=32022.10 | 0.34 | 0.238 | 0.309 | 0.459 | |
| MetaTKGRshot=3-shot2022.10 | 0.335 | 0.249 | 0.34 | 0.527 | |
| MetaDyGNNshot=3-shot2022.10 | 0.307 | 0.216 | 0.309 | 0.469 | |
| MetaDyGNNShot count=32022.10 | 0.307 | 0.21 | 0.298 | 0.41 | |
| RE-GCNshot=3-shot2022.10 | 0.233 | 0.142 | 0.238 | 0.35 | |
| RE-NETshot=3-shot2022.10 | 0.232 | 0.139 | 0.241 | 0.369 | |
| RE-NETShot count=32022.10 | 0.232 | 0.119 | 0.241 | 0.369 | |
| I-GENshot=3-shot2022.10 | 0.212 | 0.12 | 0.251 | 0.346 | |
| I-GENShot count=32022.10 | 0.212 | 0.12 | 0.251 | 0.346 | |
| LANshot=3-shot2022.10 | 0.207 | 0.119 | 0.234 | 0.321 | |
| LANShot count=32022.10 | 0.207 | 0.119 | 0.234 | 0.321 | |
| T-GENshot=3-shot2022.10 | 0.169 | 0.122 | 0.184 | 0.265 | |
| T-GENShot count=32022.10 | 0.169 | 0.122 | 0.184 | 0.265 | |
| RotatEshot=3-shot2022.10 | 0.078 | 0.074 | 0.082 | 0.128 | |
| RotatEShot count=32022.10 | 0.078 | 0.074 | 0.082 | 0.128 | |
| TransRshot=3-shot2022.10 | 0.061 | 0.062 | 0.073 | 0.109 | |
| TransRShot count=32022.10 | 0.061 | 0.062 | 0.073 | 0.109 | |
| TransEshot=3-shot2022.10 | 0.058 | 0.052 | 0.062 | 0.098 | |
| TransEShot count=32022.10 | 0.058 | 0.052 | 0.062 | 0.098 |