Recommendation on Xing (overall)
28.88Recall@20DiffCold
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DiffColdFramework=SimGCL2026.06 | 28.88 | 23.59 | |
| DiffColdFramework=LightGCN2026.06 | 28.47 | 23.57 | |
| DiffColdFramework=MF2026.06 | 28.44 | 23.09 | |
| CLCRecFramework=LightGCN2026.06 | 26.97 | 22.08 | |
| CLCRecFramework=MF2026.06 | 26.22 | 22.39 | |
| ALDIFramework=LightGCN2026.06 | 26.22 | 21.99 | |
| GARFramework=SimGCL2026.06 | 25.98 | 20.72 | |
| ALDIFramework=SimGCL2026.06 | 25.96 | 21.98 | |
| GARFramework=LightGCN2026.06 | 25.94 | 20.42 | |
| ALDIFramework=MF2026.06 | 25.83 | 20.89 | |
| PAD-CLRecFramework=SimGCL2026.06 | 25.43 | 20.04 | |
| PAD-CLRecFramework=LightGCN2026.06 | 25.33 | 19.87 | |
| PAD-CLRecFramework=MF2026.06 | 25.19 | 20.43 | |
| GARFramework=MF2026.06 | 24.32 | 18.45 | |
| CLCRecFramework=SimGCL2026.06 | 23.84 | 20.05 | |
| MetaEmbFramework=SimGCL2026.06 | 23.54 | 19.11 | |
| MetaEmbFramework=LightGCN2026.06 | 22.04 | 18.85 | |
| HeaterFramework=SimGCL2026.06 | 21.49 | 18.8 | |
| HeaterFramework=LightGCN2026.06 | 21.26 | 18.42 | |
| BackboneFramework=SimGCL2026.06 | 20.51 | 18.41 | |
| BackboneFramework=LightGCN2026.06 | 20.33 | 18.03 | |
| HeaterFramework=MF2026.06 | 20 | 17.14 | |
| BackboneFramework=MF2026.06 | 19.2 | 16.84 | |
| MetaEmbFramework=MF2026.06 | 19.2 | 16.84 | |
| GoRecFramework=SimGCL2026.06 | 17.72 | 15.84 | |
| GoRecFramework=LightGCN2026.06 | 14.34 | 11.69 | |
| GoRecFramework=MF2026.06 | 13.6 | 10.35 | |
| DropoutNetFramework=LightGCN2026.06 | 13.37 | 11.19 | |
| DropoutNetFramework=MF2026.06 | 12.73 | 10.21 | |
| DropoutNetFramework=SimGCL2026.06 | 12.59 | 10.72 |