Recommendation on Movielens (Recall@20, NDCG@20) benchmark leaderboard · SOTA2 Research

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

28.65Recall@20SaD

Evaluation Results

Method	Links
SaD2026.01		28.65	27.43
SimpleX2026.01		28.02	26.7
UltraGCN2026.01		27.87	26.42
PGSP2026.01		27.59	26.27
SimGCL2026.01		27.28	25.94
GF-CF2026.01		26.67	25.49
DGCF2026.01		26.4	25.04
SGL-ED2026.01		25.77	25.07
slim2026.01		25.77	25.07
LightGCN2026.01		25.76	24.27
NGCF2026.01		25.13	25.11
NIA-GCN2026.01		23.59	22.42
ENMF2026.01		23.15	20.69
LR-GCCF2026.01		22.31	21.24
DiffCold2026.06		16.2	22.32
DiffCold2026.06		15.96	21.74
CLCRec2026.06		15.04	21.19
DiffCold2026.06		14.63	19.66
ALDI2026.06		14.51	20.65
PAD-CLRec2026.06		14.27	19.77
PAD-CLRec2026.06		13.59	19.66
GAR2026.06		13.31	18.4
ALDI2026.06		13.13	18.47
GAR2026.06		12.98	18.05
CLCRec2026.06		12.94	18.94
GAR2026.06		12.7	18.81
Backbone2026.06		12.69	18.71
MetaEmb2026.06		12.69	18.71
MetaEmb2026.06		12.63	17.84
Heater2026.06		12.62	18.5
PAD-CLRec2026.06		12.6	17.04
Backbone2026.06		12.3	17.76
Heater2026.06		12.3	17.63
ALDI2026.06		12.03	16.71
Heater2026.06		10.74	15.36
CLCRec2026.06		10.53	14.66
Backbone2026.06		10.44	14.57
MetaEmb2026.06		10.44	13.71
DropoutNet2026.06		8.86	13.77
DropoutNet2026.06		8.71	12.34
GoRec2026.06		8.07	12.07
GoRec2026.06		7.78	12.35
GoRec2026.06		7.13	10.87
DropoutNet2026.06		6.73	10.22