Relationship prediction ranking on Amazon-Clothing (test)
66.2MRRBRIDGE-TOKENXATTN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BRIDGE-TOKENXATTNLearning Mode=BRIDGE2025.10 | 66.2 | 74.9 | |
| BRIDGE-GATLearning Mode=BRIDGE2025.10 | 63.7 | 75.2 | |
| BRIDGE-TFConvLearning Mode=BRIDGE2025.10 | 54 | 68 | |
| BRIDGE-GCNLearning Mode=BRIDGE2025.10 | 52.3 | 72.5 | |
| TNCNLearning Mode=Temporal Graphs2025.10 | 31.7 | 39.6 | |
| NATLearning Mode=Temporal Graphs2025.10 | 30.6 | 36.8 | |
| TFConvLearning Mode=Graph Only (Static)2025.10 | 18.8 | 25.2 | |
| TFConv + SLearning Mode=Two-Stage (Static + Sequence)2025.10 | 17.7 | 24.2 | |
| GCNLearning Mode=Graph Only (Static)2025.10 | 17.3 | 23.3 | |
| GATLearning Mode=Graph Only (Static)2025.10 | 16.2 | 18 | |
| TGNLearning Mode=Temporal Graphs2025.10 | 14.8 | 20.8 | |
| TCLLearning Mode=Temporal Graphs2025.10 | 14.2 | 20.5 | |
| GAT + SLearning Mode=Two-Stage (Static + Sequence)2025.10 | 14.1 | 17.2 | |
| GCN + SLearning Mode=Two-Stage (Static + Sequence)2025.10 | 13.5 | 18.2 | |
| DyRepLearning Mode=Temporal Graphs2025.10 | 13.3 | 18.9 | |
| GraphMixerLearning Mode=Temporal Graphs2025.10 | 12.9 | 17.7 | |
| TPNetLearning Mode=Temporal Graphs2025.10 | 11.4 | 14.8 |