Future Link Prediction on Synthetic Dataset w/ OOD
70.12AUCEAGLE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EAGLEShift Degree (sigma_e)=1.0, q=0.42023.11 | 70.12 | 85.83 | |
| EAGLEShift Degree (sigma_e)=1.0, q=0.62023.11 | 69.83 | 79.56 | |
| EAGLEShift Degree (sigma_e)=0.8, q=0.42023.11 | 68.41 | 83.95 | |
| EAGLEShift Degree (sigma_e)=1.0, q=0.82023.11 | 68.09 | 74.16 | |
| EAGLEShift Degree (sigma_e)=0.8, q=0.62023.11 | 66.15 | 77.08 | |
| EAGLEShift Degree (sigma_e)=0.6, q=0.42023.11 | 66.01 | 80.31 | |
| EAGLEShift Degree (sigma_e)=0.8, q=0.82023.11 | 65.82 | 72.59 | |
| EAGLEShift Degree (sigma_e)=0.4, q=0.42023.11 | 63.97 | 72.04 | |
| EAGLEShift Degree (sigma_e)=0.6, q=0.62023.11 | 63.26 | 73.62 | |
| EAGLEShift Degree (sigma_e)=0.6, q=0.82023.11 | 63.11 | 69.3 | |
| DIDAShift Degree (sigma_e)=1.0, q=0.42023.11 | 62.55 | — | |
| EAGLEShift Degree (sigma_e)=0.4, q=0.62023.11 | 61.08 | 69.95 | |
| DIDAShift Degree (sigma_e)=1.0, q=0.62023.11 | 61.05 | — | |
| DIDAShift Degree (sigma_e)=1.0, q=0.82023.11 | 60.33 | — | |
| DIDAShift Degree (sigma_e)=0.8, q=0.42023.11 | 60.07 | — | |
| EAGLEShift Degree (sigma_e)=0.2, q=0.42023.11 | 59.91 | 69.28 | |
| DIDAShift Degree (sigma_e)=0.8, q=0.62023.11 | 59.82 | — | |
| DIDAShift Degree (sigma_e)=0.6, q=0.42023.11 | 59.37 | — | |
| DIDAShift Degree (sigma_e)=0.8, q=0.82023.11 | 59.2 | — | |
| DIDAShift Degree (sigma_e)=0.6, q=0.62023.11 | 58.79 | — | |
| EAGLEShift Degree (sigma_e)=0.4, q=0.82023.11 | 58.4 | 63.88 | |
| DIDAShift Degree (sigma_e)=0.6, q=0.82023.11 | 57.35 | — | |
| DIDAShift Degree (sigma_e)=0.4, q=0.42023.11 | 56.36 | — | |
| DIDAShift Degree (sigma_e)=0.4, q=0.62023.11 | 56.04 | — | |
| DIDAShift Degree (sigma_e)=0.4, q=0.82023.11 | 55.89 | — | |
| EAGLEShift Degree (sigma_e)=0.2, q=0.62023.11 | 54.71 | 63.36 | |
| DIDAShift Degree (sigma_e)=0.2, q=0.42023.11 | 54.62 | — | |
| EAGLEShift Degree (sigma_e)=0.2, q=0.82023.11 | 54.26 | 59.79 | |
| DIDAShift Degree (sigma_e)=0.2, q=0.62023.11 | 53.33 | — | |
| DIDAShift Degree (sigma_e)=0.2, q=0.82023.11 | 52.87 | — |