Recommendation on Xing (cold)
39.16Recall@20DiffCold
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DiffColdFramework=SimGCL2026.06 | 39.16 | 26.68 | |
| DiffColdFramework=LightGCN2026.06 | 38.37 | 27.04 | |
| DiffColdFramework=MF2026.06 | 36.57 | 25.94 | |
| GARFramework=LightGCN2026.06 | 35.48 | 24.99 | |
| GARFramework=SimGCL2026.06 | 34.99 | 25.29 | |
| CLCRecFramework=LightGCN2026.06 | 34.29 | 24.51 | |
| CLCRecFramework=MF2026.06 | 32.93 | 22.84 | |
| MetaEmbFramework=MF2026.06 | 32.27 | 20.66 | |
| PAD-CLRecFramework=SimGCL2026.06 | 31.73 | 23.44 | |
| CLCRecFramework=SimGCL2026.06 | 31.42 | 23.06 | |
| PAD-CLRecFramework=LightGCN2026.06 | 31.34 | 18.76 | |
| MetaEmbFramework=LightGCN2026.06 | 31.02 | 18.5 | |
| GARFramework=MF2026.06 | 30.75 | 20.04 | |
| MetaEmbFramework=SimGCL2026.06 | 30.36 | 21.76 | |
| PAD-CLRecFramework=MF2026.06 | 29.75 | 20.59 | |
| ALDIFramework=LightGCN2026.06 | 29.14 | 19.86 | |
| DropoutNetFramework=MF2026.06 | 29.12 | 20.51 | |
| ALDIFramework=MF2026.06 | 29 | 19.85 | |
| ALDIFramework=SimGCL2026.06 | 27.98 | 19.61 | |
| GoRecFramework=LightGCN2026.06 | 23.72 | 17.05 | |
| GoRecFramework=MF2026.06 | 22.26 | 13.49 | |
| DropoutNetFramework=LightGCN2026.06 | 21.58 | 15.19 | |
| GoRecFramework=SimGCL2026.06 | 21.41 | 16.88 | |
| HeaterFramework=SimGCL2026.06 | 17.81 | 14.37 | |
| DropoutNetFramework=SimGCL2026.06 | 15.25 | 11.42 | |
| HeaterFramework=LightGCN2026.06 | 13.31 | 11.77 | |
| HeaterFramework=MF2026.06 | 12.27 | 11.03 | |
| BackboneFramework=LightGCN2026.06 | 1.23 | 0.75 | |
| BackboneFramework=MF2026.06 | 0.57 | 0.28 | |
| BackboneFramework=SimGCL2026.06 | 0 | 0 |