Link Prediction on FBinc-M
0.316MRRincDE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| incDEInitialization=Schema2025.11 | 0.316 | 0.378 | 0.942 | 0.491 | |
| incDEInitialization=Model2025.11 | 0.311 | 0.369 | 0.925 | 0.463 | |
| RetrainInitialization=N/A2025.11 | 0.302 | 0.352 | — | — | |
| incDEInitialization=Rand.2025.11 | 0.299 | 0.353 | 0.911 | 0.412 | |
| LKGEInitialization=Schema2025.11 | 0.298 | 0.346 | 0.978 | 0.331 | |
| LKGEInitialization=Model2025.11 | 0.297 | 0.348 | 0.972 | 0.363 | |
| EWCInitialization=Schema2025.11 | 0.286 | 0.333 | 0.969 | 0.314 | |
| FTInitialization=Schema2025.11 | 0.282 | 0.335 | 0.964 | 0.332 | |
| EMRInitialization=Schema2025.11 | 0.282 | 0.33 | 0.958 | 0.33 | |
| EWCInitialization=Model2025.11 | 0.274 | 0.323 | 0.948 | 0.273 | |
| EMRInitialization=Model2025.11 | 0.264 | 0.311 | 0.93 | 0.287 | |
| FTInitialization=Model2025.11 | 0.258 | 0.306 | 0.914 | 0.302 | |
| LKGEInitialization=Rand.2025.11 | 0.257 | 0.294 | 0.83 | 0.317 | |
| EWCInitialization=Rand.2025.11 | 0.232 | 0.268 | 0.809 | 0.284 | |
| EMRInitialization=Rand.2025.11 | 0.196 | 0.232 | 0.746 | 0.239 | |
| FTInitialization=Rand.2025.11 | 0.193 | 0.232 | 0.735 | 0.254 |