Recommendation on Amazon-Electronic IID (test)
0.0838Recall@20PSL-relu
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PSL-reluBackbone=MF, Loss=PSL-relu2024.10 | 0.0838 | 0.0541 | |
| BSLBackbone=MF, Loss=BSL2024.10 | 0.0834 | 0.053 | |
| PSL-tanhBackbone=MF, Loss=PSL-tanh2024.10 | 0.0832 | 0.0535 | |
| PSL-atanBackbone=MF, Loss=PSL-atan2024.10 | 0.0832 | 0.0535 | |
| LLPAUCBackbone=LightGCN, Loss=LLPAUC2024.10 | 0.0831 | 0.0507 | |
| PSL-reluBackbone=LightGCN, Loss=PSL-relu2024.10 | 0.083 | 0.0536 | |
| AdvInfoNCEBackbone=MF, Loss=AdvInfoNCE2024.10 | 0.0829 | 0.0527 | |
| PSL-tanhBackbone=LightGCN, Loss=PSL-tanh2024.10 | 0.0825 | 0.0532 | |
| PSL-atanBackbone=LightGCN, Loss=PSL-atan2024.10 | 0.0825 | 0.0532 | |
| SLBackbone=LightGCN, Loss=SL2024.10 | 0.0823 | 0.0526 | |
| AdvInfoNCEBackbone=LightGCN, Loss=AdvInfoNCE2024.10 | 0.0823 | 0.0528 | |
| BSLBackbone=LightGCN, Loss=BSL2024.10 | 0.0823 | 0.0526 | |
| LLPAUCBackbone=MF, Loss=LLPAUC2024.10 | 0.0821 | 0.0499 | |
| SLBackbone=MF, Loss=SL2024.10 | 0.0821 | 0.0529 | |
| BPRBackbone=MF, Loss=BPR2024.10 | 0.0816 | 0.0527 | |
| BPRBackbone=LightGCN, Loss=BPR2024.10 | 0.0813 | 0.0524 | |
| PSL-reluBackbone=XSimGCL, Loss=PSL-relu2024.10 | 0.0801 | 0.0507 | |
| BSLBackbone=XSimGCL, Loss=BSL2024.10 | 0.08 | 0.0507 | |
| PSL-atanBackbone=XSimGCL, Loss=PSL-atan2024.10 | 0.0792 | 0.0502 | |
| PSL-tanhBackbone=XSimGCL, Loss=PSL-tanh2024.10 | 0.079 | 0.0501 | |
| LLPAUCBackbone=XSimGCL, Loss=LLPAUC2024.10 | 0.0781 | 0.0481 | |
| BPRBackbone=XSimGCL, Loss=BPR2024.10 | 0.0777 | 0.0508 | |
| AdvInfoNCEBackbone=XSimGCL, Loss=AdvInfoNCE2024.10 | 0.0776 | 0.0489 | |
| SLBackbone=XSimGCL, Loss=SL2024.10 | 0.0772 | 0.049 |