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ResearchFormerly WizWand

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

28.65Recall@20SaD
5.853211.771617.6923.6084Jan 14, 2026Feb 7, 2026Mar 4, 2026Mar 28, 2026Apr 22, 2026May 16, 2026Jun 10, 2026
Updated 4mo ago

Evaluation results

MethodLinks
SaD2026.0128.6527.43
SimpleX2026.0128.0226.7
UltraGCN2026.0127.8726.42
PGSP2026.0127.5926.27
SimGCL2026.0127.2825.94
GF-CF2026.0126.6725.49
DGCF2026.0126.425.04
SGL-ED2026.0125.7725.07
slim2026.0125.7725.07
LightGCN2026.0125.7624.27
NGCF2026.0125.1325.11
NIA-GCN2026.0123.5922.42
ENMF2026.0123.1520.69
LR-GCCF2026.0122.3121.24
DiffColdFramework=SimGCL2026.0616.222.32
DiffColdFramework=LightGCN2026.0615.9621.74
CLCRecFramework=SimGCL2026.0615.0421.19
DiffColdFramework=MF2026.0614.6319.66
ALDIFramework=LightGCN2026.0614.5120.65
PAD-CLRecFramework=SimGCL2026.0614.2719.77
PAD-CLRecFramework=LightGCN2026.0613.5919.66
GARFramework=LightGCN2026.0613.3118.4
ALDIFramework=SimGCL2026.0613.1318.47
GARFramework=SimGCL2026.0612.9818.05
CLCRecFramework=LightGCN2026.0612.9418.94
GARFramework=MF2026.0612.718.81
BackboneFramework=LightGCN2026.0612.6918.71
MetaEmbFramework=LightGCN2026.0612.6918.71
MetaEmbFramework=SimGCL2026.0612.6317.84
HeaterFramework=LightGCN2026.0612.6218.5
PAD-CLRecFramework=MF2026.0612.617.04
BackboneFramework=SimGCL2026.0612.317.76
HeaterFramework=SimGCL2026.0612.317.63
ALDIFramework=MF2026.0612.0316.71
HeaterFramework=MF2026.0610.7415.36
CLCRecFramework=MF2026.0610.5314.66
BackboneFramework=MF2026.0610.4414.57
MetaEmbFramework=MF2026.0610.4413.71
DropoutNetFramework=SimGCL2026.068.8613.77
DropoutNetFramework=LightGCN2026.068.7112.34
GoRecFramework=LightGCN2026.068.0712.07
GoRecFramework=SimGCL2026.067.7812.35
GoRecFramework=MF2026.067.1310.87
DropoutNetFramework=MF2026.066.7310.22