Sequential Recommendation on Yelp leave-one-out benchmark leaderboard · SOTA2 Research

Sequential Recommendation on Yelp leave-one-out

6.1Recall@10ACE

Evaluation Results

Method	Links
ACE2026.05		6.1	8.92	3.84	4.55
AlphaFuse2026.05		6.04	8.79	3.59	4.28
LLM2X2026.05		5.9	8.51	3.56	4.22
LLMEmb2026.05		5.39	8.1	3.05	3.73
AlphaRec2026.05		5.35	8.32	2.81	3.55
WhitenRec+2026.05		5	7.99	2.6	3.35
APAO-Pairwise2026.03		4.12	6.23	2.18	2.71
APAO-Pointwise2026.03		4.11	6.14	2.14	2.65
CE→S-DPO2026.03		3.89	5.81	2.02	2.51
CE2026.03		3.84	5.85	2.01	2.52
MSL2026.03		3.84	5.86	2.06	2.57
SASRec2026.05		3.68	4.89	2.56	2.86
CE→DMPO2026.03		3.36	5.42	1.71	2.23
APAO-Pointwise2026.03		2.89	4.24	1.52	1.86
APAO-Pairwise2026.03		2.87	4.25	1.49	1.84
CE→DPO2026.03		2.74	4.06	1.41	1.74
CE2026.03		2.67	3.98	1.41	1.74
CE→S-DPO2026.03		2.62	3.72	1.38	1.66
CE→DMPO2026.03		2.51	3.83	1.3	1.63
CE→DPO2026.03		1.71	2.53	0.89	1.09