Temporal Knowledge Graph Reasoning on YAGO
0.356MRRMetaTKGR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MetaTKGRShot=2-shot2022.10 | 0.356 | 0.526 | |
| MetaDyGNNShot=2-shot2022.10 | 0.316 | 0.496 | |
| MetaTKGRShot=1-shot2022.10 | 0.294 | 0.428 | |
| MetaDyGNNShot=1-shot2022.10 | 0.269 | 0.396 | |
| T-GENShot=2-shot2022.10 | 0.26 | 0.379 | |
| T-GENShot=1-shot2022.10 | 0.247 | 0.331 | |
| RE-GCNShot=2-shot2022.10 | 0.241 | 0.407 | |
| I-GENShot=1-shot2022.10 | 0.238 | 0.321 | |
| I-GENShot=2-shot2022.10 | 0.237 | 0.402 | |
| RE-NETShot=2-shot2022.10 | 0.233 | 0.39 | |
| RE-GCNShot=1-shot2022.10 | 0.233 | 0.32 | |
| RE-NETShot=1-shot2022.10 | 0.221 | 0.304 | |
| RotatEShot=1-shot2022.10 | 0.215 | 0.28 | |
| RotatEShot=2-shot2022.10 | 0.21 | 0.359 | |
| LANShot=2-shot2022.10 | 0.2 | 0.31 | |
| TransRShot=2-shot2022.10 | 0.198 | 0.312 | |
| LANShot=1-shot2022.10 | 0.196 | 0.269 | |
| TransEShot=2-shot2022.10 | 0.193 | 0.304 | |
| TransRShot=1-shot2022.10 | 0.189 | 0.27 | |
| TransEShot=1-shot2022.10 | 0.183 | 0.268 |