Recommendation on Yelp (Recall & NDCG @10, 50)
0.0324Recall@10BLTM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BLTMBackbone=NGCF2026.05 | 0.0324 | 0.0546 | 0.0234 | 0.0304 | |
| NormalBackbone=LightGCN2026.05 | 0.0321 | 0.0958 | 0.0231 | 0.0411 | |
| NormalBackbone=NGCF2026.05 | 0.032 | 0.0958 | 0.0229 | 0.041 | |
| RGBTBackbone=NGCF2026.05 | 0.0316 | 0.0544 | 0.0227 | 0.0299 | |
| BLTMBackbone=LightGCN2026.05 | 0.0309 | 0.0504 | 0.022 | 0.0281 | |
| WBPRBackbone=LightGCN2026.05 | 0.0306 | 0.0935 | 0.022 | 0.0397 | |
| WBPRBackbone=NGCF2026.05 | 0.0303 | 0.093 | 0.0219 | 0.0395 | |
| T-CEBackbone=NGCF2026.05 | 0.0293 | 0.0896 | 0.0213 | 0.0384 | |
| SGDLBackbone=NGCF2026.05 | 0.0293 | 0.0896 | 0.0213 | 0.0384 | |
| T-CEBackbone=LightGCN2026.05 | 0.0292 | 0.0891 | 0.0211 | 0.038 | |
| SGDLBackbone=LightGCN2026.05 | 0.0292 | 0.0891 | 0.0211 | 0.038 | |
| SGDLBackbone=NeuMF2026.05 | 0.027 | 0.0832 | 0.02 | 0.0359 | |
| RGBTBackbone=GMF2026.05 | 0.0266 | 0.0452 | 0.0193 | 0.0252 | |
| NormalBackbone=GMF2026.05 | 0.0261 | 0.0859 | 0.0193 | 0.0362 | |
| BLTMBackbone=GMF2026.05 | 0.0261 | 0.044 | 0.0193 | 0.025 | |
| RGBTBackbone=NeuMF2026.05 | 0.0254 | 0.0438 | 0.0181 | 0.024 | |
| T-CEBackbone=GMF2026.05 | 0.0246 | 0.0775 | 0.0181 | 0.0331 | |
| DeCABackbone=GMF2026.05 | 0.0241 | 0.0759 | 0.0179 | 0.0327 | |
| NormalBackbone=NeuMF2026.05 | 0.0231 | 0.0773 | 0.0163 | 0.0317 | |
| BLTMBackbone=NeuMF2026.05 | 0.023 | 0.039 | 0.0163 | 0.0214 | |
| RGBTBackbone=LightGCN2026.05 | 0.023 | 0.0579 | 0.0173 | 0.0301 | |
| SGDLBackbone=GMF2026.05 | 0.0227 | 0.0754 | 0.0166 | 0.0316 | |
| WRMFBackbone=NGCF2026.05 | 0.0227 | 0.0724 | 0.0167 | 0.0307 | |
| WRMFBackbone=LightGCN2026.05 | 0.0226 | 0.0724 | 0.0167 | 0.0307 | |
| DeCABackbone=LightGCN2026.05 | 0.0214 | 0.0668 | 0.0156 | 0.0286 | |
| DeCABackbone=NGCF2026.05 | 0.0212 | 0.0664 | 0.0156 | 0.0285 | |
| WBPRBackbone=GMF2026.05 | 0.0205 | 0.0708 | 0.0148 | 0.029 | |
| WRMFBackbone=GMF2026.05 | 0.0195 | 0.0669 | 0.0138 | 0.0273 | |
| T-CEBackbone=NeuMF2026.05 | 0.0187 | 0.0613 | 0.0145 | 0.0267 | |
| WBPRBackbone=NeuMF2026.05 | 0.0185 | 0.0697 | 0.013 | 0.0274 | |
| WRMFBackbone=NeuMF2026.05 | 0.017 | 0.0616 | 0.0119 | 0.0247 | |
| DeCABackbone=NeuMF2026.05 | 0.0073 | 0.0236 | 0.0051 | 0.0097 |