Link Prediction on Twitter ptb_rate = 0.3 (noisy and incomplete)
3MRRnPUGraph
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| nPUGraphptb_rate=0.32023.06 | 3 | 12.7 | 9.6 | 7.4 | |
| ComplExptb_rate=0.32023.06 | 2.2 | 8.9 | 6.4 | 5.1 | |
| RotatEptb_rate=0.32023.06 | 2.2 | 11.15 | 7.7 | 5.9 | |
| DistMultptb_rate=0.32023.06 | 2.1 | 9.1 | 6.5 | 5.2 | |
| SANSptb_rate=0.32023.06 | 1.9 | 10.4 | 7 | 5.4 | |
| CompGCNptb_rate=0.32023.06 | 1.4 | 8.9 | 5.9 | 4.4 | |
| PUDAptb_rate=0.32023.06 | 1.3 | 8.2 | 5.7 | 4.4 | |
| NSCachingptb_rate=0.32023.06 | 1.2 | 9.5 | 6 | 4.3 | |
| UKGEptb_rate=0.32023.06 | 1.1 | 7.2 | 5.3 | 3.3 | |
| TransEptb_rate=0.32023.06 | 1 | 9.1 | 5.8 | 4.1 | |
| TransRptb_rate=0.32023.06 | 0.9 | 7.8 | 4.8 | 3.3 | |
| RGCNptb_rate=0.32023.06 | 0.5 | 5.4 | 2.9 | 1.9 | |
| Randomptb_rate=0.32023.06 | 0.1 | 0.6 | 0.3 | 0.2 |