Sequential Recommendation on Toys (Recall/NDCG @5, @10) benchmark leaderboard · SOTA2 Research

Sequential Recommendation on Toys (Recall/NDCG @5, @10)

6.01Recall@5FAIR

Evaluation Results

Method	Links
FAIR2025.12		6.01	8.36	4.14	4.9
RPG2025.12		5.31	7.59	3.73	4.46
TIGER2025.12		5.21	7.12	3.71	4.32
VQ-Rec2025.12		4.97	7.37	3.46	4.23
SASRec2025.12		4.63	6.75	3.06	3.74
S3-Rec2025.12		4.43	7	2.94	3.76
HSTU2025.12		4.33	6.69	2.81	3.57
RecJPQ2025.12		3.31	4.84	1.82	2.31
HGN2025.12		3.21	4.97	2.21	2.77
FDSA2025.12		2.28	3.81	1.4	1.89
Caser2025.12		1.66	2.7	1.07	1.41
ManCAR2026.02		1.36	2.03	0.86	1.08
BERT4Rec2025.12		1.16	2.03	0.71	0.99
LARES2026.02		1.15	1.8	0.61	0.82
ERL2026.02		1.02	1.6	0.54	0.73
GRU4REC2025.12		0.97	1.76	0.59	0.84
PLR2026.02		0.96	1.48	0.52	0.68
ContextBERT4Rec2026.02		0.89	1.26	0.51	0.63
BERT4Rec2026.02		0.86	1.27	0.45	0.59
PRL2026.02		0.82	1.36	0.46	0.64
SASRec2026.02		0.72	1.04	0.37	0.48
ISRF2026.03		0.0741	0.0792	0.0641	0.0652
ELMRec2026.03		0.0713	0.0764	0.0608	0.0618
POD2026.03		0.0692	0.0744	0.0589	0.0601
ACERec2026.02		0.0688	0.0916	0.0505	0.0579
RSL2026.03		0.0676	0.0712	0.0583	0.0596
P52026.03		0.0648	0.0709	0.0567	0.0587
ELCRec2026.02		0.058	0.0815	0.0398	0.0474
ICLRec2026.02		0.0573	0.0812	0.0395	0.0472
RPG2026.02		0.0557	0.0777	0.0384	0.0454
TIGER2026.02		0.0521	0.0712	0.0371	0.0432
ActionPiece2026.02		0.0473	0.0725	0.031	0.0391
SASRec2026.02		0.0463	0.0675	0.0306	0.0374
SASRec2026.03		0.0463	0.0675	0.0306	0.0374
ETEGRec2026.02		0.0445	0.0716	0.0286	0.0373
S^3-Rec2026.02		0.0443	0.07	0.0294	0.0376
HGN2026.02		0.0321	0.0497	0.0221	0.0277
FDSA2026.03		0.0228	0.0381	0.014	0.0189
HGN2026.03		0.0201	0.017	0.0141	0.03
Caser2026.03		0.0166	0.027	0.0107	0.0141
BERT4Rec2026.03		0.0116	0.0203	0.0071	0.0099
GRU4Rec2026.03		0.0099	0.0176	0.0059	0.0084