Relationship Prediction Ranking on Brightkite (test)
92.9MRRBRIDGE-TOKENXATTN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BRIDGE-TOKENXATTNLearning Mode=BRIDGE2025.10 | 92.9 | 95.4 | |
| BRIDGE-GCNLearning Mode=BRIDGE2025.10 | 92.2 | 94.8 | |
| BRIDGE-GATLearning Mode=BRIDGE2025.10 | 78.8 | 89.5 | |
| BRIDGE-TFConvLearning Mode=BRIDGE2025.10 | 78.4 | 89.3 | |
| TFConv + SLearning Mode=Two-Stage (Static + Sequence)2025.10 | 72.7 | 86.3 | |
| GCN + SLearning Mode=Two-Stage (Static + Sequence)2025.10 | 68.6 | 83.4 | |
| TFConvLearning Mode=Graph Only (Static)2025.10 | 68.5 | 83.2 | |
| NATLearning Mode=Temporal Graphs2025.10 | 68.2 | 77 | |
| GAT + SLearning Mode=Two-Stage (Static + Sequence)2025.10 | 67.9 | 82.3 | |
| GCNLearning Mode=Graph Only (Static)2025.10 | 67.4 | 82.3 | |
| GATLearning Mode=Graph Only (Static)2025.10 | 65.4 | 80.1 | |
| TNCNLearning Mode=Temporal Graphs2025.10 | 53.8 | 65.9 | |
| TPNetLearning Mode=Temporal Graphs2025.10 | 45 | 53.6 | |
| TGNLearning Mode=Temporal Graphs2025.10 | 38.7 | 53.9 | |
| DyRepLearning Mode=Temporal Graphs2025.10 | 26.4 | 37.5 | |
| GraphMixerLearning Mode=Temporal Graphs2025.10 | 20.6 | 31 | |
| TCLLearning Mode=Temporal Graphs2025.10 | 20.4 | 29.1 |