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ResearchFormerly WizWand

Relationship prediction ranking on Amazon-Clothing (test)

66.2MRRBRIDGE-TOKENXATTN
9.20824.00438.853.596Oct 29, 2025
Updated 7mo ago

Evaluation results

MethodLinks
BRIDGE-TOKENXATTNLearning Mode=BRIDGE2025.1066.274.9
BRIDGE-GATLearning Mode=BRIDGE2025.1063.775.2
BRIDGE-TFConvLearning Mode=BRIDGE2025.105468
BRIDGE-GCNLearning Mode=BRIDGE2025.1052.372.5
TNCNLearning Mode=Temporal Graphs2025.1031.739.6
NATLearning Mode=Temporal Graphs2025.1030.636.8
TFConvLearning Mode=Graph Only (Static)2025.1018.825.2
TFConv + SLearning Mode=Two-Stage (Static + Sequence)2025.1017.724.2
GCNLearning Mode=Graph Only (Static)2025.1017.323.3
GATLearning Mode=Graph Only (Static)2025.1016.218
TGNLearning Mode=Temporal Graphs2025.1014.820.8
TCLLearning Mode=Temporal Graphs2025.1014.220.5
GAT + SLearning Mode=Two-Stage (Static + Sequence)2025.1014.117.2
GCN + SLearning Mode=Two-Stage (Static + Sequence)2025.1013.518.2
DyRepLearning Mode=Temporal Graphs2025.1013.318.9
GraphMixerLearning Mode=Temporal Graphs2025.1012.917.7
TPNetLearning Mode=Temporal Graphs2025.1011.414.8