Link Prediction on FBinc S
31.5MRRincDE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| incDEInitialization=Schema2025.11 | 31.5 | 37.6 | 96 | 53.9 | |
| incDEInitialization=Model2025.11 | 30.9 | 36.8 | 93.8 | 55.1 | |
| RetrainInitialization=N/A2025.11 | 30.2 | 35.4 | — | — | |
| LKGEInitialization=Schema2025.11 | 29.3 | 34.3 | 96.4 | 51.3 | |
| LKGEInitialization=Model2025.11 | 29 | 34.2 | 95.3 | 55.2 | |
| incDEInitialization=Rand.2025.11 | 28.5 | 33.9 | 87.5 | 35.8 | |
| EWCInitialization=Schema2025.11 | 28 | 33 | 95.3 | 51.1 | |
| EMRInitialization=Schema2025.11 | 26.7 | 31.7 | 92.7 | 51.4 | |
| FTInitialization=Schema2025.11 | 26.5 | 31.6 | 92 | 53.6 | |
| EWCInitialization=Model2025.11 | 26.4 | 31.2 | 91.2 | 46.5 | |
| EMRInitialization=Model2025.11 | 24.9 | 29.6 | 87.2 | 49.4 | |
| FTInitialization=Model2025.11 | 24.6 | 29.7 | 87.1 | 53.2 | |
| LKGEInitialization=Rand.2025.11 | 24.3 | 28.5 | 84.4 | 27.9 | |
| EWCInitialization=Rand.2025.11 | 23.2 | 27.6 | 83.8 | 28.4 | |
| FTInitialization=Rand.2025.11 | 20.4 | 24.9 | 77.9 | 32.1 | |
| EMRInitialization=Rand.2025.11 | 20.2 | 24.4 | 77.1 | 31.1 |