Recommendation on Gowalla IID (test)
0.2091Recall@20PSL-tanh
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PSL-tanhBackbone=LightGCN, Loss=PSL-tanh2024.10 | 0.2091 | 0.1648 | |
| PSL-atanBackbone=LightGCN, Loss=PSL-atan2024.10 | 0.2091 | 0.1648 | |
| PSL-reluBackbone=MF, Loss=PSL-relu2024.10 | 0.2089 | 0.1647 | |
| PSL-tanhBackbone=MF, Loss=PSL-tanh2024.10 | 0.2088 | 0.1646 | |
| PSL-atanBackbone=MF, Loss=PSL-atan2024.10 | 0.2087 | 0.1646 | |
| PSL-reluBackbone=LightGCN, Loss=PSL-relu2024.10 | 0.2086 | 0.1648 | |
| BSLBackbone=MF, Loss=BSL2024.10 | 0.2071 | 0.163 | |
| BSLBackbone=LightGCN, Loss=BSL2024.10 | 0.2069 | 0.1628 | |
| SLBackbone=LightGCN, Loss=SL2024.10 | 0.2068 | 0.1628 | |
| AdvInfoNCEBackbone=MF, Loss=AdvInfoNCE2024.10 | 0.2067 | 0.1627 | |
| AdvInfoNCEBackbone=LightGCN, Loss=AdvInfoNCE2024.10 | 0.2066 | 0.1625 | |
| SLBackbone=MF, Loss=SL2024.10 | 0.2064 | 0.1624 | |
| BSLBackbone=XSimGCL, Loss=BSL2024.10 | 0.2037 | 0.1597 | |
| PSL-reluBackbone=XSimGCL, Loss=PSL-relu2024.10 | 0.2037 | 0.1593 | |
| PSL-atanBackbone=XSimGCL, Loss=PSL-atan2024.10 | 0.2035 | 0.1591 | |
| PSL-tanhBackbone=XSimGCL, Loss=PSL-tanh2024.10 | 0.2034 | 0.1591 | |
| AdvInfoNCEBackbone=XSimGCL, Loss=AdvInfoNCE2024.10 | 0.201 | 0.1564 | |
| SLBackbone=XSimGCL, Loss=SL2024.10 | 0.2005 | 0.157 | |
| BPRBackbone=XSimGCL, Loss=BPR2024.10 | 0.1966 | 0.157 | |
| BPRBackbone=LightGCN, Loss=BPR2024.10 | 0.1745 | 0.1402 | |
| LLPAUCBackbone=XSimGCL, Loss=LLPAUC2024.10 | 0.1632 | 0.12 | |
| LLPAUCBackbone=LightGCN, Loss=LLPAUC2024.10 | 0.1616 | 0.1192 | |
| LLPAUCBackbone=MF, Loss=LLPAUC2024.10 | 0.161 | 0.1189 | |
| BPRBackbone=MF, Loss=BPR2024.10 | 0.1355 | 0.1111 |