Recommendation on Adressa (Recall@50, NDCG@50)
29.02Recall@10RGBT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| RGBTBackbone=NeuMF2026.05 | 29.02 | 31.8 | 17.31 | 18.17 | |
| NormalBackbone=NeuMF2026.05 | 28.56 | 36.28 | 17.9 | 19.95 | |
| RGBTBackbone=NGCF2026.05 | 28.32 | 31.15 | 17.49 | 18.34 | |
| WRMFBackbone=NeuMF2026.05 | 28.3 | 35.81 | 17.66 | 19.7 | |
| BLTMBackbone=NeuMF2026.05 | 28.3 | 31.03 | 17.38 | 18.22 | |
| BLTMBackbone=NGCF2026.05 | 28 | 31.1 | 17.26 | 18.2 | |
| T-CEBackbone=NeuMF2026.05 | 23.96 | 35.7 | 15.4 | 18.56 | |
| DeCABackbone=NeuMF2026.05 | 23.66 | 35.39 | 15.37 | 18.64 | |
| BLTMBackbone=LightGCN2026.05 | 19.9 | 22.36 | 12.02 | 12.75 | |
| NormalBackbone=NGCF2026.05 | 19.79 | 26.03 | 12.15 | 13.84 | |
| T-CEBackbone=NGCF2026.05 | 19.74 | 26.11 | 12.08 | 13.78 | |
| NormalBackbone=LightGCN2026.05 | 19.71 | 26.04 | 12.04 | 13.77 | |
| WRMFBackbone=NGCF2026.05 | 19.7 | 25.5 | 12.09 | 13.66 | |
| T-CEBackbone=LightGCN2026.05 | 19.7 | 25.95 | 12.05 | 13.75 | |
| WBPRBackbone=NeuMF2026.05 | 19.69 | 36.54 | 13 | 17.69 | |
| DeCABackbone=LightGCN2026.05 | 19.67 | 25.41 | 12.18 | 13.73 | |
| RGBTBackbone=LightGCN2026.05 | 19.66 | 22.16 | 11.86 | 12.61 | |
| WBPRBackbone=LightGCN2026.05 | 19.59 | 25.83 | 12.12 | 13.79 | |
| WRMFBackbone=LightGCN2026.05 | 19.38 | 25.14 | 11.97 | 13.55 | |
| SGDLBackbone=NGCF2026.05 | 19.24 | 25.46 | 11.37 | 13.05 | |
| T-CEBackbone=GMF2026.05 | 19.17 | 25.64 | 11.71 | 13.45 | |
| SGDLBackbone=LightGCN2026.05 | 18.96 | 25.65 | 11.23 | 13.04 | |
| WRMFBackbone=GMF2026.05 | 18.93 | 25.47 | 11.56 | 13.32 | |
| NormalBackbone=GMF2026.05 | 18.81 | 25.44 | 11.37 | 13.14 | |
| RGBTBackbone=GMF2026.05 | 18.77 | 21.51 | 11.48 | 12.28 | |
| BLTMBackbone=GMF2026.05 | 18.71 | 21.26 | 11.19 | 11.96 | |
| SGDLBackbone=GMF2026.05 | 18.7 | 26.53 | 11.39 | 13.47 | |
| SGDLBackbone=NeuMF2026.05 | 18.05 | 26.02 | 11.07 | 13.17 | |
| WBPRBackbone=NGCF2026.05 | 17.99 | 24.58 | 11.09 | 12.85 | |
| DeCABackbone=NGCF2026.05 | 17.47 | 23.28 | 10.57 | 12.14 | |
| WBPRBackbone=GMF2026.05 | 17.08 | 24.18 | 10.19 | 12.09 | |
| DeCABackbone=GMF2026.05 | 15.11 | 25.41 | 9.76 | 12.63 |