Sequential Recommendation on Amazon Games (test)
80.9Hit@10ProxyRCA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ProxyRCAtask=LIP, with PIR=true2023.12 | 80.9 | 61.1 | |
| CARCAtask=NIP2023.12 | 78.2 | 57.3 | |
| SASRec++ with PIRtask=LIP, with PIR=true2023.12 | 77.9 | 57.2 | |
| SSE-PTtask=NIP2023.12 | 77.5 | 56.6 | |
| BPR++ with PIRtask=BPR, with PIR=true2023.12 | 77 | 58.2 | |
| BPR++task=BPR2023.12 | 76.8 | 56.4 | |
| MixDim++task=LIP2023.12 | 76.6 | 55.6 | |
| S³Rectask=NIP2023.12 | 76.5 | 54.9 | |
| CARCAtask=LIP2023.12 | 76.2 | 56 | |
| SASRec++task=LIP2023.12 | 75.3 | 53.9 | |
| SASRec++task=NIP2023.12 | 75.2 | 53.3 | |
| SASRectask=NIP2023.12 | 74.2 | 54.1 | |
| SASRecblocks=2, latent dimension d=502018.08 | 74.1 | 53.6 | |
| BERT4Rectask=NIP2023.12 | 70.5 | 50.9 | |
| TransRec2018.08 | 68.38 | 45.57 | |
| FPMC2018.08 | 68.02 | 46.8 | |
| GRU4Rec*2018.08 | 65.99 | 47.59 | |
| FMC2018.08 | 63.58 | 44.56 | |
| Caser2018.08 | 52.82 | 32.14 | |
| Populartask=NIP2023.12 | 51.9 | 31.4 | |
| BPR2018.08 | 48.53 | 28.75 | |
| PopRec2018.08 | 47.24 | 27.79 | |
| GRU4Rec2018.08 | 29.38 | 18.37 |