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ResearchFormerly WizWand

Recommendation on Movielens (warm) (Recall@20, NDCG@20)

29.87Recall@20DiffCold
9.142814.523919.90525.2861Jun 10, 2026
Updated 4mo ago

Evaluation results

MethodLinks
DiffColdFramework=LightGCN2026.0629.8726.61
DiffColdFramework=SimGCL2026.0629.5526.05
BackboneFramework=LightGCN2026.0628.0524.65
MetaEmbFramework=LightGCN2026.0628.0524.65
CLCRecFramework=LightGCN2026.0628.0524.65
ALDIFramework=LightGCN2026.0628.0524.65
HeaterFramework=LightGCN2026.0627.8324.36
PAD-CLRecFramework=LightGCN2026.0627.4924.17
BackboneFramework=SimGCL2026.0627.2123.82
MetaEmbFramework=SimGCL2026.0627.2123.82
CLCRecFramework=SimGCL2026.0627.2123.82
ALDIFramework=SimGCL2026.0627.2123.82
HeaterFramework=SimGCL2026.0627.1323.58
PAD-CLRecFramework=SimGCL2026.0626.5423.19
DiffColdFramework=MF2026.0625.9322.25
GARFramework=SimGCL2026.0625.4222.37
PAD-CLRecFramework=MF2026.0623.8620.27
GARFramework=LightGCN2026.0623.820.33
BackboneFramework=MF2026.0623.0919.24
MetaEmbFramework=MF2026.0623.0919.24
CLCRecFramework=MF2026.0623.0919.24
ALDIFramework=MF2026.0623.0919.24
GARFramework=MF2026.0622.6920.44
DropoutNetFramework=LightGCN2026.0619.0516.39
DropoutNetFramework=SimGCL2026.0618.8217.54
HeaterFramework=MF2026.0616.7815.49
DropoutNetFramework=MF2026.0614.7413.18
GoRecFramework=SimGCL2026.0614.4413.57
GoRecFramework=LightGCN2026.0611.719.94
GoRecFramework=MF2026.069.948.41