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ResearchFormerly WizWand

Recommendation on Amazon-Electronic IID (test)

0.0838Recall@20PSL-relu
0.0769360.0787180.08050.082282Oct 31, 2024
Updated 8mo ago

Evaluation results

MethodLinks
PSL-reluBackbone=MF, Loss=PSL-relu2024.100.08380.0541
BSLBackbone=MF, Loss=BSL2024.100.08340.053
PSL-tanhBackbone=MF, Loss=PSL-tanh2024.100.08320.0535
PSL-atanBackbone=MF, Loss=PSL-atan2024.100.08320.0535
LLPAUCBackbone=LightGCN, Loss=LLPAUC2024.100.08310.0507
PSL-reluBackbone=LightGCN, Loss=PSL-relu2024.100.0830.0536
AdvInfoNCEBackbone=MF, Loss=AdvInfoNCE2024.100.08290.0527
PSL-tanhBackbone=LightGCN, Loss=PSL-tanh2024.100.08250.0532
PSL-atanBackbone=LightGCN, Loss=PSL-atan2024.100.08250.0532
SLBackbone=LightGCN, Loss=SL2024.100.08230.0526
AdvInfoNCEBackbone=LightGCN, Loss=AdvInfoNCE2024.100.08230.0528
BSLBackbone=LightGCN, Loss=BSL2024.100.08230.0526
LLPAUCBackbone=MF, Loss=LLPAUC2024.100.08210.0499
SLBackbone=MF, Loss=SL2024.100.08210.0529
BPRBackbone=MF, Loss=BPR2024.100.08160.0527
BPRBackbone=LightGCN, Loss=BPR2024.100.08130.0524
PSL-reluBackbone=XSimGCL, Loss=PSL-relu2024.100.08010.0507
BSLBackbone=XSimGCL, Loss=BSL2024.100.080.0507
PSL-atanBackbone=XSimGCL, Loss=PSL-atan2024.100.07920.0502
PSL-tanhBackbone=XSimGCL, Loss=PSL-tanh2024.100.0790.0501
LLPAUCBackbone=XSimGCL, Loss=LLPAUC2024.100.07810.0481
BPRBackbone=XSimGCL, Loss=BPR2024.100.07770.0508
AdvInfoNCEBackbone=XSimGCL, Loss=AdvInfoNCE2024.100.07760.0489
SLBackbone=XSimGCL, Loss=SL2024.100.07720.049