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Next-Item Recommendation on Games Amazon (test)

0.782HR@10

CARCA

Updated 4d ago

Evaluation Results

Method	Links
CARCA 2022.04		0.782	0.573	-	-	-	-
S3Rec 2022.04		0.765	0.549	-	-	-	-
SSE-SASRec 2022.04		0.754	0.549	-	-	-	-
SASRec++ 2022.04		0.752	0.533	-	-	-	-
TiSASRec 2022.04		0.748	0.533	-	-	-	-
SSE-PT 2022.04		0.748	0.545	-	-	-	-
SASRec 2022.04		0.742	0.541	-	-	-	-
CARCA (w/o CA) 2022.04		0.738	0.517	-	-	-	-
DeepFM 2022.04		0.736	0.494	-	-	-	-
BERT4Rec 2022.04		0.705	0.509	-	-	-	-
OAR 2022.04		0.704	0.496	-	-	-	-
EASE 2022.04		0.623	0.465	-	-	-	-
GraphRec 2022.04		0.613	0.4	-	-	-	-
TopPop 2022.04		0.519	0.314	-	-	-	-
Random 2022.04		0.1	0.045	-	-	-	-
RISER 2026.01		0.0902	0.0598	0.0526	0.0677	0.068	0.1214
D3 2026.01		0.0714	0.0447	0.0378	0.0516	0.0502	0.0986
AlphaRec 2026.01		0.071	0.0378	0.0294	0.0479	0.0446	0.111
LatentR3 2026.01		0.0698	0.0439	0.0387	0.0516	0.0536	0.1002
GRU4Rec* 2026.01		0.0684	0.0401	0.0329	0.0477	0.046	0.0988
SASRec* 2026.01		0.066	0.0417	0.036	0.0476	0.0482	0.0894
S-DPO 2026.01		0.0648	0.0388	0.0322	0.0461	0.0444	0.0936
SASRec 2026.01		0.0558	0.0313	0.0247	0.0391	0.0354	0.087
GRU4Rec 2026.01		0.0428	0.0221	0.0161	0.0287	0.0242	0.069
Caser 2026.01		0.0412	0.0217	0.0163	0.027	0.0244	0.0626
Caser* 2026.01		0.0396	0.0216	0.0173	0.0265	0.026	0.0594
CoT-RL 2026.01		0.0172	0.0097	0.0074	0.0126	0.0108	0.0276