Denoising Recommendation on DBbook 2014
25.12Recall@10ANCHOR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ANCHORBackbone=LightGCN2026.06 | 25.12 | 20.25 | 33.22 | 23.5 | |
| LLaRDBackbone=LightGCN2026.06 | 23.93 | 19.14 | 31.57 | 21.69 | |
| BODBackbone=LightGCN2026.06 | 23.35 | 18.82 | 31.25 | 21.68 | |
| DCFBackbone=LightGCN2026.06 | 23.28 | 18.77 | 30.88 | 21.25 | |
| DeCABackbone=LightGCN2026.06 | 22.95 | 17.43 | 30.26 | 20.53 | |
| T-CEBackbone=LightGCN2026.06 | 22.08 | 17.41 | 29.75 | 20.16 | |
| ANCHORBackbone=GMF2026.06 | 21.55 | 17.12 | 30.07 | 20.43 | |
| NormalBackbone=LightGCN2026.06 | 21.42 | 16.84 | 28.94 | 19.44 | |
| LLaRDBackbone=GMF2026.06 | 19.72 | 15.33 | 26.18 | 17.99 | |
| DCFBackbone=GMF2026.06 | 19.05 | 14.77 | 24.95 | 17.51 | |
| BODBackbone=GMF2026.06 | 18.59 | 14.42 | 25.41 | 16.82 | |
| DeCABackbone=GMF2026.06 | 18.23 | 13.84 | 26.19 | 16.82 | |
| T-CEBackbone=GMF2026.06 | 16.42 | 12.05 | 23.56 | 14.98 | |
| NormalBackbone=GMF2026.06 | 15.65 | 11.7 | 22.71 | 14.1 |