Next-Item Recommendation on Amazon Beauty (test)
39.6NDCG@10CARCA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CARCAATT=true, CXT=true, SEQ=true2022.04 | 39.6 | 57.9 | |
| S3RecATT=true, SEQ=true2022.04 | 37.1 | 53.8 | |
| CARCA (w/o CA)ATT=true, CXT=true, SEQ=true2022.04 | 35.8 | 55.6 | |
| SASRec++ATT=true, CXT=true, SEQ=true2022.04 | 35.1 | 54.5 | |
| TiSASRecCXT=true, SEQ=true2022.04 | 33.3 | 49.2 | |
| SSE-SASRecSEQ=true2022.04 | 33 | 48.1 | |
| OARSEQ=true2022.04 | 32.9 | 48.5 | |
| SASRecSEQ=true2022.04 | 32.2 | 48.5 | |
| BERT4RecSEQ=true2022.04 | 31.8 | 47.8 | |
| SSE-PTSEQ=true2022.04 | 30.2 | 44.3 | |
| GraphRec2022.04 | 27.3 | 43.5 | |
| DeepFMATT=true2022.04 | 26.6 | 46.4 | |
| TopPop2022.04 | 26.1 | 45.1 | |
| EASE2022.04 | 22.2 | 29.9 | |
| Random2022.04 | 4.5 | 9.9 | |
| TAI2Vec-ContTop-k=102026.04 | 1.02 | — | |
| TAI2Vec-DiscTop-k=102026.04 | 1 | — | |
| SeqI2VTop-k=102026.04 | 0.83 | — | |
| Item2VecTop-k=102026.04 | 0.62 | — |