Link Prediction on FBinc-L
0.308MRRincDE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| incDEInitialization=Model2025.11 | 0.308 | 0.365 | 0.918 | 0.424 | |
| incDEInitialization=Schema2025.11 | 0.308 | 0.368 | 0.926 | 0.445 | |
| incDEInitialization=Rand.2025.11 | 0.301 | 0.358 | 0.911 | 0.439 | |
| RetrainInitialization=N/A2025.11 | 0.3 | 0.351 | — | — | |
| LKGEInitialization=Schema2025.11 | 0.299 | 0.35 | 0.962 | 0.382 | |
| LKGEInitialization=Model2025.11 | 0.29 | 0.339 | 0.938 | 0.378 | |
| LKGEInitialization=Rand.2025.11 | 0.286 | 0.333 | 0.953 | 0.34 | |
| EMRInitialization=Schema2025.11 | 0.27 | 0.315 | 0.928 | 0.319 | |
| FTInitialization=Schema2025.11 | 0.268 | 0.313 | 0.92 | 0.329 | |
| EWCInitialization=Schema2025.11 | 0.266 | 0.311 | 0.932 | 0.392 | |
| EWCInitialization=Model2025.11 | 0.265 | 0.31 | 0.905 | 0.358 | |
| EWCInitialization=Rand.2025.11 | 0.259 | 0.301 | 0.922 | 0.31 | |
| EMRInitialization=Model2025.11 | 0.238 | 0.276 | 0.832 | 0.306 | |
| FTInitialization=Model2025.11 | 0.237 | 0.276 | 0.825 | 0.301 | |
| FTInitialization=Rand.2025.11 | 0.187 | 0.22 | 0.723 | 0.284 | |
| EMRInitialization=Rand.2025.11 | 0.186 | 0.217 | 0.715 | 0.276 |