Link Prediction on Product (test)
77.86P@1GraphFormers
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GraphFormersTraining=Two-stage progressive learning, Symmetry=Unidirectional-simplified2021.05 | 77.86 | 87.93 | 84.3 | |
| PLM+MaxText Encoder=UniLM-base, Aggregator=Pooling-and-Concat (Max)2021.05 | 75.7 | 86.78 | 82.8 | |
| PLM+MeanText Encoder=UniLM-base, Aggregator=Pooling-and-Concat (Mean)2021.05 | 75.5 | 86.71 | 82.71 | |
| PLM+GATText Encoder=UniLM-base, Aggregator=GAT2021.05 | 75.4 | 86.37 | 82.32 | |
| PLM+AttText Encoder=UniLM-base, Aggregator=Pooling-and-Concat (Attention)2021.05 | 75.13 | 86.52 | 82.46 | |
| PLMText Encoder=UniLM-base, Input=Center node textual feature2021.05 | 65.63 | 79.11 | 73.44 | |
| IFTNType=Simplified text encoder baseline2021.05 | 52.33 | 67.4 | 59.82 | |
| TNVEType=Simplified text encoder baseline2021.05 | 46.18 | 62.04 | 53.64 |