Generative Recommendation on Yelp (test) benchmark leaderboard · SOTA2 Research

Generative Recommendation on Yelp (test)

1.88NG@5UGR

Evaluation Results

Method	Links
UGR2026.02		1.88	0.96	2.81	4.73	2.5	—	—
GFlowGR-TB2025.06		1.73	—	—	—	2.22	2.61	4.13
TIGER2026.02		1.67	0.57	2.83	4.6	2.23	—	—
GFlowGR-TB2025.06		1.66	—	—	—	2.13	2.56	4.04
GFlowGR-DB2025.06		1.66	—	—	—	2.13	2.52	3.99
MiniOneRec2026.02		1.65	0.87	2.43	4.2	2.26	—	—
ReaRec2026.02		1.63	0.74	2.58	4.7	2.32	—	—
R2ec2026.02		1.61	0.66	2.53	4.64	2.27	—	—
S-DPO2025.06		1.61	—	—	—	2.06	2.47	3.89
SASRec2026.02		1.53	0.59	2.53	4.41	2.13	—	—
GRPO2025.06		1.46	—	—	—	1.95	2.28	3.8
GFlowGR-DB2025.06		1.45	—	—	—	1.85	2.21	3.45
S-DPO2025.06		1.37	—	—	—	1.76	2.12	3.33
SFT2025.06		1.32	—	—	—	1.74	2.04	3.34
SFT2025.06		1.31	—	—	—	1.75	2.05	3.41
IPA2025.06		1.29	—	—	—	1.63	1.97	2.93
GRPO2025.06		1.26	—	—	—	1.69	1.93	3.28
SPRec2025.06		1.24	—	—	—	1.6	1.9	3.03
DPO2025.06		1.15	—	—	—	1.51	1.72	2.86
SPRec2026.02		0.81	0.66	0.96	1.13	0.87	—	—
SPRec2025.06		0.67	—	—	—	0.9	1.03	1.86
IPA2025.06		0.66	—	—	—	0.93	1.01	1.79
BIGRec2026.02		0.63	0.36	0.89	1.19	0.73	—	—
DPO2025.06		0.6	—	—	—	0.87	1	1.82