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ResearchFormerly WizWand

Recommendation on Yelp Set-up (S)

8.33Recall@10TiSASRec (+RAIE)
-0.3021.9394.186.421Feb 28, 2026
Updated 8mo ago

Evaluation results

MethodLinks
TiSASRec (+RAIE)Backbone=TiSASRec, Variant=+RAIE2026.028.333.81
TiSASRec (+LSAT)Backbone=TiSASRec, Variant=+LSAT2026.027.213.33
TiSASRec (+MoLE)Backbone=TiSASRec, Variant=+MoLE2026.027.213.33
TiSASRec (Base)Backbone=TiSASRec, Variant=Base2026.026.933.21
TiSASRec (+E-BPR)Backbone=TiSASRec, Variant=+E-BPR2026.026.613.17
TiSASRec (+LoRA)Backbone=TiSASRec, Variant=+LoRA2026.025.82.78
TiSASRec (+LoRA+Replay)Backbone=TiSASRec, Variant=+LoRA+Replay2026.025.722.74
TiSASRec (+LoRA+LwF)Backbone=TiSASRec, Variant=+LoRA+LwF2026.025.612.71
BERT4Rec (+MoLE)Backbone=BERT4Rec, Variant=+MoLE2026.023.271.59
BERT4Rec (+LSAT)Backbone=BERT4Rec, Variant=+LSAT2026.023.251.6
SASRec (+E-BPR)Backbone=SASRec, Variant=+E-BPR2026.022.681.27
BERT4Rec (+RAIE)Backbone=BERT4Rec, Variant=+RAIE2026.022.571.26
BERT4Rec (+E-BPR)Backbone=BERT4Rec, Variant=+E-BPR2026.022.551.26
SASRec (+RAIE)Backbone=SASRec, Variant=+RAIE2026.022.511.23
BERT4Rec (+LoRA+LwF)Backbone=BERT4Rec, Variant=+LoRA+LwF2026.022.411.23
SASRec (Base)Backbone=SASRec, Variant=Base2026.022.31.12
SASRec (+MoLE)Backbone=SASRec, Variant=+MoLE2026.022.31.12
SASRec (+LSAT)Backbone=SASRec, Variant=+LSAT2026.022.171.06
SASRec (+LoRA+Replay)Backbone=SASRec, Variant=+LoRA+Replay2026.022.141.04
BERT4Rec (Base)Backbone=BERT4Rec, Variant=Base2026.022.11.04
SASRec (+LoRA+LwF)Backbone=SASRec, Variant=+LoRA+LwF2026.022.11.03
SASRec (+LoRA)Backbone=SASRec, Variant=+LoRA2026.022.081.04
BERT4Rec (+LoRA+Replay)Backbone=BERT4Rec, Variant=+LoRA+Replay2026.022.021.01
BERT4Rec (+LoRA)Backbone=BERT4Rec, Variant=+LoRA2026.021.940.97
openP5 (+RAIE)Backbone=openP5, Variant=+RAIE2026.021.250.62
openP5 (Base)Backbone=openP5, Variant=Base2026.021.230.62
openP5 (+E-BPR)Backbone=openP5, Variant=+E-BPR2026.021.110.53
openP5 (+LoRA+Replay)Backbone=openP5, Variant=+LoRA+Replay2026.021.050.51
openP5 (+LoRA+LwF)Backbone=openP5, Variant=+LoRA+LwF2026.021.010.48
openP5 (+LoRA)Backbone=openP5, Variant=+LoRA2026.020.710.33
openP5 (+MoLE)Backbone=openP5, Variant=+MoLE2026.020.430.21
openP5 (+LSAT)Backbone=openP5, Variant=+LSAT2026.020.030.01