Sequential Recommendation on Yelp (Tail) benchmark leaderboard · SOTA2 Research

Sequential Recommendation on Yelp (Tail)

26.93Hit Rate@10H2Rec

Evaluation Results

Method	Links
H2Rec2025.12		26.93	13.06
PSRQ2025.12		25.43	12.1
PG-SID2025.12		24.92	11.86
CCFRec2025.12		24.78	11.71
SFM-SID2025.12		24.41	11.62
MME-SID2025.12		22.15	11.03
PCR-CA2025.12		20.32	9.54
URL4DR2025.12		19.57	9.14
LLM-ESR2025.12		18.02	6.76
MELT2025.12		12.23	5.99
SASRec2025.12		11.75	5.88
LLM-ESR2026.04		4.12	2.09
BERT4Rec2025.12		1.77	0.68
CITIES2026.04		1.53	0.77
FAERec2026.04		0.97	0.51
FAERec2026.04		0.9	0.47
RLMRec-Con2026.04		0.9	0.48
FAERec2026.04		0.86	0.45
RLMRec-Con2026.04		0.73	0.41
Base2026.04		0.6	0.36
LOAM2026.04		0.6	0.31
LLMInit2026.04		0.57	0.26
RLMRec-Gen2026.04		0.51	0.21
CITIES2026.04		0.49	0.24
LLMInit2026.04		0.44	0.18
LLM-ESR2026.04		0.4	0.17
LLMInit2026.04		0.38	0.19
RLMRec-Con2026.04		0.35	0.2
MELT2026.04		0.33	0.13
Base2026.04		0.33	0.15
CITIES2026.04		0.31	0.13
RLMRec-Gen2026.04		0.31	0.13
LOAM2026.04		0.3	0.15
Base2026.04		0.29	0.14
LLM-ESR2026.04		0.29	0.13
RLMRec-Gen2026.04		0.26	0.14
LOAM2026.04		0.22	0.11
MELT2026.04		0.04	0.02
MELT2026.04		0.04	0.02