Next-Item Recommendation on Fashion Amazon (test) benchmark leaderboard · SOTA2 Research

Next-Item Recommendation on Fashion Amazon (test)

0.661HR@10ProxyRCA

Evaluation Results

Method	Links
ProxyRCA2023.12		0.661	0.446
CARCA2023.12		0.648	0.427
SASRec++ with PIR2023.12		0.635	0.426
SASRec++2023.12		0.63	0.416
MixDim++2023.12		0.623	0.407
BPR++ with PIR2023.12		0.62	0.406
CARCA2022.04		0.591	0.381
CARCA2023.12		0.591	0.381
CARCA (w/o CA)2022.04		0.568	0.359
SASRec++2022.04		0.546	0.344
SASRec++2023.12		0.546	0.344
BPR++2023.12		0.523	0.332
GraphRec2022.04		0.419	0.244
TopPop2022.04		0.407	0.262
SSE-SASRec2022.04		0.385	0.248
TiSASRec2022.04		0.384	0.234
SASRec2022.04		0.381	0.245
SSE-PT2022.04		0.381	0.246
SASRec2023.12		0.381	0.245
SSE-PT2023.12		0.381	0.246
S3Rec2022.04		0.367	0.239
S³Rec2023.12		0.367	0.239
OAR2022.04		0.34	0.214
BERT4Rec2022.04		0.328	0.209
BERT4Rec2023.12		0.328	0.209
DeepFM2022.04		0.283	0.185
EASE2022.04		0.213	0.146
Popular2023.12		0.107	0.262
Random2022.04		0.099	0.045