Recommendation on Amazon-Sports Cold
0.461Recall@20DIF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DIFBase Model=NeuMF2026.06 | 0.461 | 0.259 | |
| DIFBase Model=SimGCL2026.06 | 0.347 | 0.379 | |
| DIFBase Model=LightGCN2026.06 | 0.325 | 0.341 | |
| MWUFBase Model=SimGCL2026.06 | 0.319 | 0.27 | |
| DECLBase Model=SimGCL2026.06 | 0.317 | 0.361 | |
| MWUFBase Model=NeuMF2026.06 | 0.302 | 0.25 | |
| RINCEBase Model=SimGCL2026.06 | 0.293 | 0.312 | |
| DECLBase Model=LightGCN2026.06 | 0.277 | 0.306 | |
| RINCEBase Model=NeuMF2026.06 | 0.271 | 0.222 | |
| DECLBase Model=NeuMF2026.06 | 0.266 | 0.191 | |
| RINCEBase Model=LightGCN2026.06 | 0.266 | 0.294 | |
| MWUFBase Model=LightGCN2026.06 | 0.253 | 0.222 | |
| NormalBase Model=NeuMF2026.06 | 0.244 | 0.228 | |
| NormalBase Model=SimGCL2026.06 | 0.218 | 0.21 | |
| NormalBase Model=LightGCN2026.06 | 0.191 | 0.192 |