Sequential Recommendation on Yelp (HR/NDCG @10, 20) benchmark leaderboard · SOTA2 Research

Sequential Recommendation on Yelp (HR/NDCG @10, 20)

5.73HR@10FEARec

Evaluation Results

Method	Links
FEARec2026.06		5.73	3.67	8.45	4.35
SRPFN2026.06		5.66	2.83	9.14	3.71
SASRec2026.06		2.76	1.4	4.69	1.89
SAERec2026.06		0.0452	0.0228	0.0726	0.0297
IRLLRec2026.06		0.0427	0.0211	0.069	0.0278
ICSRec2026.06		0.0421	0.0204	0.0681	0.0269
AlphaFuse2026.06		0.0414	0.0209	0.055	0.0279
P52026.06		0.0406	0.0205	0.0657	0.0273
LLMInit2026.06		0.0393	0.0203	0.0542	0.028
DuoRec2026.06		0.0383	0.0186	0.0674	0.0243
CoSeRec2026.06		0.0379	0.0183	0.0652	0.0241
CL4SRec2026.06		0.0375	0.0181	0.0639	0.0239
IOCRec2026.06		0.0352	0.0178	0.0617	0.0237
ICLRec2026.06		0.0346	0.0174	0.058	0.0232
BERT4Rec2026.06		0.0338	0.017	0.0564	0.0223
UniSRec2026.06		0.0331	0.0204	0.0466	0.0238
SINE2026.06		0.0302	0.0159	0.0505	0.0216
DSSRec2026.06		0.0291	0.0135	0.0469	0.0193
SASRec2026.06		0.0252	0.0129	0.0443	0.0179
Caser2026.06		0.0241	0.012	0.0406	0.0156
GRU4Rec2026.06		0.0235	0.0113	0.0371	0.0145
S3-RecMIP2026.06		0.0214	0.0108	0.0358	0.0144
BPR2026.06		0.0208	0.0102	0.0346	0.0143
MoRec2026.06		0.0173	0.0097	0.0252	0.0117