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Recommendation on Gowalla IID (test)

0.2091Recall@20PSL-tanh
0.1325560.1524280.17230.192172Oct 31, 2024
Updated 8mo ago

Evaluation results

MethodLinks
PSL-tanhBackbone=LightGCN, Loss=PSL-tanh2024.100.20910.1648
PSL-atanBackbone=LightGCN, Loss=PSL-atan2024.100.20910.1648
PSL-reluBackbone=MF, Loss=PSL-relu2024.100.20890.1647
PSL-tanhBackbone=MF, Loss=PSL-tanh2024.100.20880.1646
PSL-atanBackbone=MF, Loss=PSL-atan2024.100.20870.1646
PSL-reluBackbone=LightGCN, Loss=PSL-relu2024.100.20860.1648
BSLBackbone=MF, Loss=BSL2024.100.20710.163
BSLBackbone=LightGCN, Loss=BSL2024.100.20690.1628
SLBackbone=LightGCN, Loss=SL2024.100.20680.1628
AdvInfoNCEBackbone=MF, Loss=AdvInfoNCE2024.100.20670.1627
AdvInfoNCEBackbone=LightGCN, Loss=AdvInfoNCE2024.100.20660.1625
SLBackbone=MF, Loss=SL2024.100.20640.1624
BSLBackbone=XSimGCL, Loss=BSL2024.100.20370.1597
PSL-reluBackbone=XSimGCL, Loss=PSL-relu2024.100.20370.1593
PSL-atanBackbone=XSimGCL, Loss=PSL-atan2024.100.20350.1591
PSL-tanhBackbone=XSimGCL, Loss=PSL-tanh2024.100.20340.1591
AdvInfoNCEBackbone=XSimGCL, Loss=AdvInfoNCE2024.100.2010.1564
SLBackbone=XSimGCL, Loss=SL2024.100.20050.157
BPRBackbone=XSimGCL, Loss=BPR2024.100.19660.157
BPRBackbone=LightGCN, Loss=BPR2024.100.17450.1402
LLPAUCBackbone=XSimGCL, Loss=LLPAUC2024.100.16320.12
LLPAUCBackbone=LightGCN, Loss=LLPAUC2024.100.16160.1192
LLPAUCBackbone=MF, Loss=LLPAUC2024.100.1610.1189
BPRBackbone=MF, Loss=BPR2024.100.13550.1111