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Recommendation on Citeulike (warm)

30.96Recall@20DiffCold
7.383213.504119.62525.7459Jun 10, 2026

Evaluation results

MethodLinks
DiffColdFramework=SimGCL2026.0630.9619.49
PAD-CLRecFramework=SimGCL2026.0629.7118.79
BackboneFramework=SimGCL2026.0629.2218.52
MetaEmbFramework=SimGCL2026.0629.2218.52
CLCRecFramework=SimGCL2026.0629.2218.52
ALDIFramework=SimGCL2026.0629.2218.52
GARFramework=SimGCL2026.0629.118.46
DiffColdFramework=MF2026.0628.7317.97
DiffColdFramework=LightGCN2026.0627.3716.71
HeaterFramework=SimGCL2026.0626.4716.56
PAD-CLRecFramework=LightGCN2026.0626.4315.97
PAD-CLRecFramework=MF2026.0626.1115.79
BackboneFramework=LightGCN2026.0626.1115.91
MetaEmbFramework=LightGCN2026.0626.1115.91
CLCRecFramework=LightGCN2026.0626.1115.91
ALDIFramework=LightGCN2026.0626.1115.91
HeaterFramework=LightGCN2026.0625.8915.68
BackboneFramework=MF2026.0625.0915.02
MetaEmbFramework=MF2026.0625.0915.02
CLCRecFramework=MF2026.0625.0915.02
ALDIFramework=MF2026.0625.0915.02
HeaterFramework=MF2026.0624.514.66
GARFramework=LightGCN2026.0621.9613.26
GARFramework=MF2026.0619.8111.85
GoRecFramework=SimGCL2026.0612.296.76
DropoutNetFramework=LightGCN2026.0611.356.11
DropoutNetFramework=SimGCL2026.0611.266.39
GoRecFramework=LightGCN2026.0611.146.12
GoRecFramework=MF2026.068.964.82
DropoutNetFramework=MF2026.068.294.6