Recommendation on Xing (warm)
49.68Recall@20DiffCold
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DiffColdFramework=LightGCN2026.06 | 49.68 | 32.56 | |
| DiffColdFramework=SimGCL2026.06 | 49.56 | 32.45 | |
| BackboneFramework=SimGCL2026.06 | 48.79 | 31.79 | |
| MetaEmbFramework=SimGCL2026.06 | 48.79 | 31.79 | |
| CLCRecFramework=SimGCL2026.06 | 48.79 | 31.79 | |
| ALDIFramework=SimGCL2026.06 | 48.79 | 31.79 | |
| BackboneFramework=LightGCN2026.06 | 48.32 | 31.1 | |
| MetaEmbFramework=LightGCN2026.06 | 48.32 | 31.1 | |
| CLCRecFramework=LightGCN2026.06 | 48.32 | 31.1 | |
| ALDIFramework=LightGCN2026.06 | 48.32 | 31.1 | |
| HeaterFramework=SimGCL2026.06 | 48.12 | 31.24 | |
| DiffColdFramework=MF2026.06 | 47.75 | 30.64 | |
| HeaterFramework=LightGCN2026.06 | 47.43 | 30.49 | |
| PAD-CLRecFramework=SimGCL2026.06 | 46.79 | 29.03 | |
| PAD-CLRecFramework=LightGCN2026.06 | 46.2 | 29.71 | |
| BackboneFramework=MF2026.06 | 45.66 | 29.07 | |
| MetaEmbFramework=MF2026.06 | 45.66 | 29.07 | |
| CLCRecFramework=MF2026.06 | 45.66 | 29.07 | |
| ALDIFramework=MF2026.06 | 45.66 | 29.07 | |
| PAD-CLRecFramework=MF2026.06 | 45.53 | 28.91 | |
| HeaterFramework=MF2026.06 | 44.49 | 28.3 | |
| GARFramework=SimGCL2026.06 | 41.15 | 25.88 | |
| GARFramework=MF2026.06 | 40.88 | 25.19 | |
| GARFramework=LightGCN2026.06 | 40.62 | 25.14 | |
| DropoutNetFramework=LightGCN2026.06 | 28.85 | 18.09 | |
| DropoutNetFramework=SimGCL2026.06 | 25.84 | 16.77 | |
| GoRecFramework=SimGCL2026.06 | 24.65 | 18.72 | |
| GoRecFramework=MF2026.06 | 24.5 | 14.61 | |
| GoRecFramework=LightGCN2026.06 | 23.43 | 14.38 | |
| DropoutNetFramework=MF2026.06 | 22.98 | 14.32 |