Top-K Recommendation on DBbook (test)
46.64R@50DCGL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DCGL2026.05 | 46.64 | 58.04 | 25.72 | 27.98 | |
| CIKGRec2026.05 | 46.42 | 57.56 | 24.94 | 27.39 | |
| CoLaKG2026.05 | 44.94 | 56.17 | 24 | 26.37 | |
| KGRec2026.05 | 44.15 | 54.97 | 23.73 | 26.11 | |
| MCCLK2026.05 | 43.76 | 54.91 | 20.54 | 22.73 | |
| KGCL2026.05 | 43.08 | 52.71 | 24.53 | 26.66 | |
| RLMRec2026.05 | 42.86 | 53.8 | 23.75 | 26.15 | |
| SimGCL2026.05 | 42.8 | 53.69 | 23.76 | 26.1 | |
| SGL2026.05 | 42.58 | 52.49 | 23.5 | 25.67 | |
| LightGCN2026.05 | 42.14 | 53.58 | 22.3 | 24.81 | |
| KGAT2026.05 | 41.74 | 53.09 | 21.1 | 23.6 | |
| KGIN2026.05 | 41.47 | 53.37 | 22 | 24.62 | |
| CFKG2026.05 | 35.86 | 45.59 | 16.27 | 18.16 | |
| CKE2026.05 | 34.19 | 44.48 | 18.32 | 20.6 |